data4.txt

基于蚁群算法和支持向量机的最优子集提取 蚁群算法采用蚁群系统!

1,65,0,0,0,0,0,0,0,0,0,0,0,0,1,170,1,0.30,1,12,1,1.05,1,11,0,0
1,28,0,0,0,0,0,0,0,0,0,0,0,0,1,54,1,2.10,1,50,1,1.10,1,46,0,0
1,43,1,0,0,0,0,1,0,0,0,0,0,0,1,216,0,0,1,4,1,1.28,1,0,0,0
1,68,0,0,0,0,0,0,0,0,0,0,0,0,1,56,1,0.60,1,23,1,1.01,1,22,0,0
1,72,1,0,0,0,0,0,0,0,0,0,0,0,1,71,1,0.50,1,4,1,1.27,1,0,0,0
1,77,0,0,0,0,0,0,0,0,0,0,0,0,1,46,1,0.50,1,14,1,1.19,1,12,0,0
1,40,0,0,0,0,0,0,0,0,0,0,0,0,1,70,1,0.40,1,3.90,1,0.83,1,5,1,28
1,84,0,0,0,0,0,0,0,0,0,0,0,0,1,34,1,0.70,1,52,1,1.11,1,47,0,0
1,0,1,0,0,0,1,0,0,0,0,0,0,0,1,53,1,1,1,32,1,0.78,1,41,0,0
1,83,0,0,0,0,0,0,0,0,0,0,0,0,1,9.40,1,0.60,1,30,1,1.02,1,29,0,0
1,63,0,0,0,0,0,0,0,0,0,0,0,0,1,126,1,1.30,1,39,1,1.08,1,37,0,0
1,73,1,0,0,0,0,0,0,0,1,0,0,0,1,10,1,1,1,84,1,1.39,1,60,0,0
1,36,0,0,0,0,0,0,0,0,0,0,0,0,1,25,1,0.30,1,10,1,1.18,1,8.40,0,0
1,59,0,0,0,0,0,0,0,0,0,0,0,0,1,530,1,2,1,10,1,1.12,1,8.50,0,0
1,50,0,1,0,0,0,0,0,0,0,0,0,0,1,34,0,0,1,55,1,0.93,1,60,0,0
1,65,0,0,0,0,0,0,0,0,0,0,0,0,1,35,1,1.20,1,24,1,0.99,1,24,0,0
1,24,0,0,0,0,0,0,0,0,0,0,0,0,1,65,1,0.70,1,28,1,1,1,28,0,0
1,27,0,0,0,0,0,0,0,0,0,0,0,0,1,57,1,0.40,1,10,1,0.90,1,12,0,0
1,48,0,0,0,0,0,0,0,0,0,0,0,0,1,125,1,0.20,1,11,1,1.06,1,11,0,0
1,40,0,0,0,0,0,0,0,0,0,0,0,0,1,30,1,0.30,1,6.60,1,0.93,1,7,1,28
1,71,1,1,0,0,0,0,0,0,0,0,0,0,1,25,1,0.30,1,31,1,0.68,1,46,0,0
1,77,0,0,0,0,0,0,0,0,0,0,0,0,1,23,1,0.50,1,33,1,0.67,1,49,0,0
1,50,1,0,0,0,0,0,0,0,0,0,0,0,1,80,1,1.40,1,41,1,1.14,1,36,0,0
1,60,1,0,0,0,0,0,0,0,0,0,0,0,1,36,1,0.60,1,23,1,0.68,1,34,0,0
1,50,0,0,0,0,0,0,0,0,0,0,0,0,1,117,1,0.40,1,17,1,1.14,1,15,0,0
1,34,0,0,0,0,0,0,0,0,0,0,0,0,1,49,1,0.40,1,9,1,1.05,1,9,0,0
1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,35,1,1.40,1,78,1,0.98,1,80,0,0
1,79,0,0,0,0,0,0,0,0,0,0,0,0,1,30,1,1.40,1,41,1,1.11,1,37,0,0
1,62,1,0,0,0,0,0,0,0,0,0,0,0,1,80,1,0.40,1,42,1,0.80,1,53,0,0
1,74,1,0,0,0,0,0,0,0,0,0,0,0,1,66,1,0.60,1,8.10,1,1.12,1,7.20,0,0
1,60,0,0,0,0,0,1,0,0,0,0,0,0,1,8.20,1,1.70,1,65,1,0.96,1,68,0,0
1,32,1,0,0,0,0,0,0,0,0,0,0,0,1,150,1,0.40,1,16,1,0.95,1,17,0,0
1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,53,1,0.40,1,9.70,1,1.46,1,6.60,0,0
1,28,0,0,0,0,0,0,0,0,0,0,0,1,1,35,1,2.30,1,42,1,1.01,1,41,0,0
1,73,0,0,0,0,0,0,0,0,0,0,0,0,1,30,1,1.20,1,46,1,0.95,1,48,0,0
1,69,0,0,0,0,0,0,0,0,0,0,0,0,1,21,1,0.80,1,53,1,0.86,1,61,0,0
1,62,1,0,0,0,0,0,0,0,0,0,0,0,1,65,1,0.70,1,22,1,1.03,1,21,0,0
1,41,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,44,1,0.90,1,49,0,0
1,27,0,0,0,0,0,1,1,0,0,0,0,0,1,18,0,0,1,61,1,1.01,1,61,0,0
1,53,0,0,0,0,0,0,0,0,0,0,0,0,1,165,1,0.40,1,17,1,1.19,1,14,0,0
1,48,0,0,0,0,0,0,0,0,0,0,0,0,1,164,1,0.30,1,2.30,1,1.14,1,2,0,0
1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,24,1,0.60,1,21,1,0.97,1,22,0,0
1,27,0,0,0,0,0,0,0,0,0,0,0,0,1,90,1,0.40,1,7.50,1,0.94,1,0,0,0
1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,77,1,0.30,1,18,1,1.06,1,17,0,0
1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,19,1,2.30,1,66,1,1.09,1,61,0,0
1,50,0,0,0,0,0,0,0,0,0,0,0,0,1,58,1,2.40,1,25,1,1.21,1,20,0,0
1,62,1,0,0,0,0,0,0,0,0,0,0,0,1,100,1,0.40,1,10,1,1,1,10,0,0
1,65,0,0,0,0,0,0,0,0,0,0,0,0,1,213,1,0.90,1,43,1,0.95,1,45,0,0
1,62,1,0,0,0,0,0,0,0,0,0,0,0,1,100,1,0.40,1,10,1,1,1,10,0,0
1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,17,1,1.10,1,24,1,0.99,1,24,1,34
1,65,0,0,0,0,0,0,0,0,0,0,0,0,1,145,1,0.20,1,16,1,0.94,1,17,0,0
1,42,1,0,0,0,0,0,0,0,0,0,0,0,1,235,1,0.50,1,2,1,1.24,1,1.40,0,0
1,43,1,0,0,0,0,1,0,0,0,0,0,0,1,153,0,0,1,3,1,1.23,1,0,0,0
1,70,0,0,0,0,1,0,0,0,0,0,0,0,1,13,1,1.80,1,58,1,1.03,1,56,0,0
1,29,0,0,0,0,0,0,0,0,0,0,0,0,1,31,1,0.70,1,16,1,1.53,1,10,0,0
1,0,1,0,0,0,0,0,0,0,0,0,0,0,1,109,1,0.20,1,3,1,1.02,1,3,0,0
1,0,0,1,0,0,0,1,0,0,0,0,0,0,1,260,1,0,1,4,1,1.27,1,0,0,0
1,28,0,0,0,0,0,0,1,0,0,0,0,0,1,43,1,2,1,59,1,1.26,1,47,0,0
1,60,0,0,0,0,0,0,0,0,0,0,0,1,1,12,1,2.20,1,71,1,1.40,1,51,0,0
1,72,1,0,0,0,0,0,0,0,0,0,0,0,1,11,1,0.30,1,13,1,1,1,13,0,0
1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,30,1,0.30,1,13,1,0.97,1,13,0,0
1,65,0,1,0,0,0,0,0,0,0,0,0,0,1,55,1,1,1,50,1,1.17,1,43,0,0
1,5,0,0,0,0,1,0,0,0,0,0,0,0,1,17,1,2,1,74,1,0.95,1,78,0,0
1,62,1,0,0,0,0,0,0,0,0,0,0,0,1,54,1,0.60,1,41,1,0.78,1,52,0,0
1,69,0,0,0,0,0,1,0,0,0,0,0,0,1,6.50,1,2.10,1,56,1,0.87,1,64,0,0
1,43,1,0,0,0,0,0,0,0,0,0,0,0,1,20,1,2.80,1,24,1,0.94,1,26,0,0
1,58,0,0,0,1,0,0,0,0,0,0,0,0,1,7.50,1,1.40,1,40,1,1.13,1,35,0,0
1,53,0,0,0,0,0,0,0,0,0,0,0,0,1,25,1,0.40,1,39,1,0.61,1,64,0,0
1,50,0,0,0,0,0,0,0,0,0,0,0,0,1,28,1,0.20,1,33,1,0.70,1,47,0,0
1,35,0,0,0,0,0,0,0,0,0,0,0,0,1,14,1,0.20,1,4,1,0.98,1,0,0,0
1,63,0,0,0,0,0,0,1,0,0,0,0,0,1,60,1,0.70,1,20,1,1.24,1,16,0,0
1,41,0,0,0,0,0,0,0,0,0,0,0,0,1,140,0,0,1,33,1,1.07,1,31,0,0
1,65,0,0,0,0,0,1,0,0,0,0,0,0,1,33,1,1.60,1,48,1,1.10,1,43,0,0
1,34,1,0,0,0,0,0,0,0,0,0,0,0,1,8.70,1,1.90,1,59,1,0.92,1,64,0,0
1,34,0,1,0,0,0,0,0,0,0,0,0,0,1,0.25,1,6.70,1,230,1,1.73,1,133,0,0
1,50,0,0,0,0,0,0,0,0,0,0,0,1,1,10.70,0,0,1,70,1,1.10,1,64,0,0
1,51,0,0,0,0,0,0,0,0,0,0,0,0,1,82,1,0.60,1,10,1,0.94,1,10,0,0
1,22,0,0,0,0,0,0,0,0,0,0,0,0,1,45,0,0,1,30,1,1.05,1,28,0,0
1,68,0,0,0,0,0,0,1,0,0,0,0,0,1,42,1,0.20,1,18,1,1.09,1,16,0,0
1,16,0,0,0,0,1,0,0,0,0,0,0,0,1,30,1,1.20,1,30,1,1.45,1,21,0,0
1,0,1,0,0,0,0,0,0,0,0,0,0,0,1,19,1,2,1,55,1,0.90,1,61,0,0
1,72,1,0,0,0,0,0,0,0,0,0,0,0,1,25,1,0.30,1,4.10,1,1.20,1,3.40,0,0
1,44,1,0,0,0,0,0,0,0,0,0,0,0,1,41,1,1.50,1,48,1,1.17,1,41,0,0
1,42,0,0,0,0,0,0,0,0,0,0,0,0,1,31,1,0.80,1,13,1,1.19,1,11,0,0
1,44,1,0,0,0,0,0,0,0,0,0,0,0,1,14,1,2.70,1,63,1,1.17,1,54,0,0
1,39,0,0,0,0,0,0,0,0,0,0,0,0,1,160,1,0.40,1,11,1,1.24,1,8.90,0,0
1,43,1,0,0,0,0,0,0,0,0,0,0,0,1,16,1,1.90,1,63,1,1.08,1,57,0,0
1,0,1,1,0,0,0,0,1,0,0,0,0,0,1,41,1,1.50,1,5.30,1,0.97,1,5.50,0,0
1,50,0,0,0,0,0,0,0,0,0,0,0,0,1,89,1,0.20,1,10,1,1.13,1,9,0,0
1,69,0,0,0,0,0,1,0,0,0,0,0,0,1,28,1,2.70,1,52,1,0.89,1,58,0,0
1,85,0,0,0,0,0,1,0,0,0,0,0,0,1,44,1,2,1,38,1,1.03,1,37,0,0
1,78,0,0,0,0,0,1,0,0,0,0,0,0,1,25,1,0.90,1,50,1,0.84,1,60,0,0
1,79,0,0,0,0,0,0,0,0,0,0,0,0,1,15,1,1.30,1,50,1,0.91,1,55,0,0
1,53,0,0,0,0,0,1,0,0,0,0,0,0,1,34,1,1.20,1,44,1,1.07,1,41,0,0
1,43,0,0,0,0,0,0,0,0,0,0,0,0,1,70,1,0.50,1,2.90,1,1.05,1,2.80,0,0
1,65,0,0,0,0,0,0,0,0,0,0,0,0,1,100,1,0.90,1,62,1,0.94,1,66,0,0
1,47,1,0,0,0,0,0,0,0,0,0,0,0,1,80,1,0.40,1,9,1,0.85,1,10,0,0
1,0,1,0,0,0,0,0,0,0,0,0,0,0,1,176,1,0.50,1,6,1,1.45,1,4,0,0
1,75,0,0,0,0,1,0,0,0,0,0,0,0,1,6.40,1,2.80,1,54,1,1.35,1,40,0,0
1,18,0,0,0,0,1,0,0,0,0,0,0,0,1,16,1,1.30,1,75,1,1.11,1,68,0,0
1,15,0,1,0,0,0,0,0,0,0,0,0,1,1,35,1,2,1,19,1,0.95,1,20,0,0
1,58,0,0,0,0,0,1,0,0,0,0,0,0,1,18,1,2.10,1,68,1,1.08,1,63,0,0
1,72,0,0,0,0,0,0,0,1,0,0,0,0,1,89,1,0.50,1,15,1,1.04,1,14,0,0
1,60,0,0,0,0,0,0,0,0,1,0,0,0,1,183,1,1.10,1,45,1,0.97,1,46,0,0
1,79,0,0,0,0,0,0,0,0,0,0,0,0,1,29,1,1.60,1,47,1,0.97,1,48,0,0
1,24,1,0,0,0,0,0,0,0,0,0,0,0,1,37,0,0,1,47,1,0.95,1,49,0,0
1,77,0,0,0,0,0,0,0,0,0,0,0,0,1,23,1,0.50,1,33,1,0.67,1,49,0,0
1,35,1,0,0,0,1,0,0,0,0,0,0,0,1,0.25,1,0.40,1,38,1,1.08,1,35,0,0
1,62,1,1,0,0,0,1,0,0,0,0,0,0,1,39,1,1.30,1,45,1,0.82,1,55,0,0
1,85,0,0,0,0,0,1,0,0,0,0,0,0,1,7.30,1,2.40,1,66,1,1.09,1,61,0,0
1,79,0,0,0,0,0,0,0,0,0,0,0,0,1,29,1,1.60,1,47,1,0.97,1,48,0,0
1,17,0,0,0,0,1,0,0,0,0,0,0,0,1,145,1,1.20,1,36,1,1.50,1,24,0,0
1,88,0,0,0,0,0,0,1,0,0,0,0,0,1,7.90,1,1.90,1,47,1,1.07,1,44,0,0
1,50,0,1,0,0,0,0,0,0,0,0,0,0,1,34,0,0,1,55,1,0.93,1,60,0,0
1,85,0,0,0,0,0,1,0,0,0,0,0,0,1,7.30,1,2.40,1,66,1,1.09,1,61,0,0
1,85,0,0,0,0,0,1,0,0,0,0,0,0,1,59,1,0.50,1,52,1,0.89,1,58,0,0
1,56,1,0,0,0,0,0,0,0,0,0,0,0,1,53,1,0.20,1,4,1,0.83,1,4,0,0
1,24,0,0,0,0,0,0,0,0,0,0,0,0,1,65,1,0.70,1,28,1,1,1,28,0,0
1,63,0,1,0,0,0,0,0,0,0,0,0,0,1,68,0,0,1,48,1,1.02,1,47,0,0
1,71,1,0,0,0,0,1,0,0,0,0,0,0,1,38,1,0.40,1,37,1,0.74,1,50,0,0
1,15,0,1,0,0,0,0,0,0,0,0,0,1,1,35,1,2,1,19,1,0.95,1,20,0,0
1,27,0,0,0,0,0,0,0,0,0,0,0,0,1,30,1,3.30,1,80,1,1.71,1,41,0,0
1,73,0,0,0,0,0,0,0,0,0,0,0,0,1,47,1,1.10,1,52,1,0.90,1,58,0,0
1,60,1,0,0,0,0,0,0,0,0,0,0,0,1,44,1,1.80,1,47,1,1.03,1,46,0,0
1,72,0,0,0,0,0,0,0,0,0,0,0,0,1,143,1,0.40,1,15,1,0.98,1,15,0,0
1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,7.50,1,1.20,1,37,1,1.06,1,35,0,0
1,62,0,0,0,0,0,0,0,0,0,0,0,0,1,150,1,1.60,1,34,1,1.07,1,32,0,0
1,60,0,0,0,0,0,0,0,0,0,0,0,1,1,12,1,2.20,1,71,1,1.40,1,51,0,0
1,78,0,0,0,0,0,0,0,0,0,0,0,0,1,28,1,0.20,1,17,1,1.01,1,16,0,0
1,69,0,0,0,0,0,1,0,0,0,0,0,0,1,6.60,1,1.50,1,50,1,0.83,1,60,0,0
1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,288,1,0.70,1,14,1,1.13,1,12,0,0
1,30,0,1,0,0,0,0,0,0,0,0,0,0,1,41,1,3,1,109,1,1.79,1,61,0,0
1,34,0,0,0,0,0,0,0,0,0,0,0,0,1,96,1,0.20,1,8.60,1,0.99,1,8.70,0,0
0,20,0,0,0,0,0,0,0,0,0,0,0,0,1,0.50,1,1.80,1,68,1,0.99,1,68,0,0
0,72,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,1,83,1,0.95,1,87,0,0
0,29,0,0,0,0,0,0,0,0,0,0,0,0,1,1.20,1,2.50,1,83,1,0.93,1,89,0,0
0,45,0,0,0,0,0,0,0,0,0,0,0,0,1,1.90,1,1,1,82,1,0.73,1,112,0,0
0,64,0,0,0,0,0,0,0,0,1,0,0,0,1,0.09,1,1,1,101,1,0.82,1,123,0,0
0,56,1,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0.80,1,76,1,0.77,1,99,0,0
0,66,0,0,0,0,0,0,1,0,0,0,0,0,1,3.10,1,1.70,1,76,1,0.83,1,92,0,0
0,62,1,0,0,0,0,0,0,0,0,0,0,0,1,0.40,1,2.20,1,103,1,0.99,1,104,0,0
0,72,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,1.50,1,66,1,0.97,1,69,0,0
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0,45,0,1,0,0,1,0,0,0,0,0,0,0,1,0,1,2.30,1,206,1,1.05,1,196,0,0
0,72,0,0,0,0,0,0,0,0,0,1,0,0,1,0,1,2.60,1,110,1,1.02,1,107,0,0
0,51,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,2.10,1,93,1,0.87,1,106,0,0
0,28,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,1.60,1,79,1,1.07,1,74,0,0
0,24,0,0,0,0,0,0,0,0,0,0,0,0,1,0.85,1,3,1,121,1,1.25,1,97,0,0
0,60,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0
0,74,0,0,0,0,0,1,0,0,0,0,0,0,1,0.30,1,1.20,1,93,1,0.83,1,112,0,0
0,62,0,0,0,0,0,0,1,0,0,0,0,0,1,0,1,1.40,1,107,1,0.88,1,122,0,0
0,35,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,2.30,1,88,1,1.04,1,84,0,0
0,22,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1.70,1,82,1,0.72,1,114,0,0
0,28,0,0,0,0,0,0,1,1,0,0,0,0,1,0,1,4,1,187,1,1.50,1,124,0,0
0,16,0,0,0,1,0,0,0,0,0,0,0,0,1,0,1,9.80,1,254,1,1.05,1,241,0,0
0,64,0,0,0,0,0,1,0,0,0,0,0,0,1,0.90,0,0,1,115,1,0.97,1,119,0,0
0,72,0,0,0,0,0,0,0,0,0,0,0,0,1,0.90,1,1.40,1,98,1,0.82,1,120,0,0
0,74,1,0,0,0,0,0,0,0,0,0,0,0,1,0,1,1.40,1,113,1,0.84,1,136,0,0
0,73,0,1,0,0,0,1,0,0,0,0,0,0,1,11,1,1.30,1,80,1,0.95,1,85,0,0
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0,52,0,0,0,0,0,0,0,0,0,0,0,0,1,4.60,1,1.70,1,84,1,0.67,1,127,0,0
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0,63,0,0,0,0,0,1,0,0,0,0,0,0,1,0.20,1,1.10,1,187,1,0.95,1,197,0,0
0,70,0,0,0,0,0,1,0,0,0,0,0,0,1,14,1,1.60,1,68,1,0,1,78,0,0
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0,59,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1.50,1,97,1,0.91,1,107,0,0
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0,51,1,0,0,0,0,0,0,0,0,0,0,0,1,0,1,2.20,1,129,1,1.05,1,122,0,0
0,58,1,0,0,0,0,0,0,0,0,0,0,0,1,0,1,2.10,1,111,1,1.03,1,108,0,0
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0,54,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,19
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0,77,0,0,0,0,0,0,0,0,0,0,0,0,1,2,1,2.40,1,95,1,1.01,1,94,0,0
0,78,0,1,0,0,0,1,0,0,0,0,0,0,1,2.60,1,0.30,1,87,1,0.95,1,91,0,0
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0,80,1,0,0,0,0,0,0,0,0,0,0,0,1,1.40,1,0.80,1,105,1,0.88,1,120,0,0
0,33,1,0,0,0,0,0,0,0,0,0,0,0,1,0.40,1,2.20,1,90,1,0.98,1,91,0,0
0,38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,105,1,0.94,1,112,0,0
0,74,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,0.70,1,98,1,0.81,1,121,0,0
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0,92,0,0,0,0,0,0,0,0,0,0,0,0,1,0.80,1,1.70,1,134,1,1.11,1,121,0,0
0,75,0,0,0,0,0,0,0,0,0,0,0,0,1,4.90,1,1.40,1,71,1,0.90,1,79,0,0
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0,58,1,1,0,0,0,0,0,0,0,0,0,0,1,0,1,2.10,1,115,1,0.95,1,121,0,0
0,18,0,0,0,0,0,0,0,0,0,0,0,0,1,0.90,1,3,1,143,1,1.32,1,108,0,0
0,77,1,0,0,0,0,0,0,0,0,0,0,0,1,0,1,1.90,1,70,1,0.96,1,73,0,0
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0,50,0,1,0,0,0,0,0,0,0,0,0,0,1,0,0,0,1,130,1,1.08,1,121,0,0
0,35,0,0,0,0,0,1,0,0,0,0,0,0,1,2.30,1,2.40,1,130,1,1.11,1,117,0,0
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0,42,0,0,0,0,0,0,0,0,0,0,0,0,1,2.30,1,1.10,1,93,1,0.73,1,127,0,0
0,89,1,0,0,0,0,0,0,0,0,0,0,0,1,0.80,1,0.80,1,111,1,0.68,1,165,0,0
0,52,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,47,1,1.26,1,37,0,0
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0,74,1,0,0,0,0,0,0,0,0,0,0,0,1,0.70,1,1.60,1,90,1,0.87,1,103,0,0
0,47,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,1.70,1,96,1,1.09,1,88,0,0
0,54,0,0,0,0,0,1,0,0,0,0,0,0,1,0,1,2.30,1,78,1,0.77,1,101,0,0
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