test.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!

5,155.0,40.0,9,0.0,0.0,1.888889,2.072751,0.05555554,0.13608274,1.2592592,1.2222222,1.5555556,1.0,-0.11111111,0.8888889,-0.7777778,1.5555556,0.11666667,-1.5707964
5,220.0,61.0,9,0.0,0.0,0.27777776,0.13608277,0.5555556,0.27216548,6.888889,4.5555553,12.0,4.111111,-7.0,15.333333,-8.333333,12.0,0.65589225,-2.039459
5,206.0,64.0,9,0.0,0.0,0.055555504,0.13608263,0.27777776,0.13608277,5.703704,3.6666667,10.333334,3.1111112,-6.111111,13.888889,-7.7777777,10.333334,0.6979798,-2.015428
5,160.0,95.0,9,0.0,0.0,3.2222223,3.544427,0.22222225,0.4036867,2.148148,2.1111112,2.5555556,1.7777778,-0.11111111,1.2222222,-1.1111112,2.5555556,0.10119048,-1.6289082
5,206.0,61.0,9,0.0,0.0,0.5555555,0.40368673,0.4999999,0.45946813,7.0740743,4.666667,12.222222,4.3333335,-7.2222223,15.444445,-8.222222,12.222222,0.64589113,-2.0487173
5,180.0,142.0,9,0.0,0.0,0.16666669,0.2788867,0.11111111,0.17213261,0.11111111,0.0,0.33333334,0.0,-0.33333334,0.6666667,-0.33333334,0.33333334,0.22222222,-2.0943952
5,158.0,154.0,9,0.0,0.0,0.9444444,1.0835471,0.2222222,0.40368667,0.6296296,0.44444445,1.2222222,0.22222222,-0.5555556,1.7777778,-1.2222222,1.2222222,0.2777778,-1.8611541
5,231.0,30.0,9,0.0,0.11111111,0.72222215,0.7123252,2.9999998,2.7968237,7.037037,4.7777777,11.666667,4.666667,-6.7777777,13.888889,-7.111111,11.666667,0.6137184,-2.047276
5,242.0,65.0,9,0.0,0.0,0.5555553,0.27216578,1.0,0.42163682,8.925926,6.111111,14.333333,6.3333335,-8.444445,16.222221,-7.7777777,14.333333,0.5834605,-2.1218784
5,161.0,89.0,9,0.0,0.0,4.6666665,5.1164227,0.16666682,0.27888685,3.1111112,2.8888888,3.7777777,2.6666667,-0.6666667,2.0,-1.3333334,3.7777777,0.0976431,-1.8904839
5,242.0,148.0,9,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
5,138.0,144.0,9,0.0,0.0,0.8888889,0.86066306,0.2777778,0.53402734,0.6666667,0.5555556,1.0,0.44444445,-0.33333334,1.0,-0.6666667,1.0,0.37037036,-1.9042695
5,226.0,90.0,9,0.0,0.0,0.77777773,0.62063277,0.38888884,0.2509243,7.185185,5.111111,12.111111,4.3333335,-6.2222223,14.777778,-8.555555,12.111111,0.6410182,-1.9895461
5,119.0,153.0,9,0.0,0.0,5.0555553,5.539421,0.055555504,0.13608263,3.3703704,3.0,3.8888888,3.2222223,-1.1111112,1.5555556,-0.44444445,3.8888888,0.08501683,-2.2217164
5,197.0,144.0,9,0.0,0.0,0.9444444,0.7123252,0.38888887,0.49065337,0.7037037,0.33333334,1.6666666,0.11111111,-1.1111112,2.8888888,-1.7777778,1.6666666,0.8611111,-1.9869384
5,130.0,145.0,9,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
5,187.0,89.0,9,0.0,0.0,3.0,1.6055458,1.111111,1.0680547,8.444445,6.3333335,13.0,6.0,-6.3333335,13.666667,-7.3333335,13.0,0.548545,-2.0438845
5,178.0,35.0,9,0.0,0.0,0.4444445,0.34426528,0.3888887,0.25092396,13.481482,10.333334,19.222221,10.888889,-9.444445,17.222221,-7.7777777,19.222221,0.4592879,-2.1533325
5,173.0,93.0,9,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
5,223.0,62.0,9,0.0,0.0,0.3333334,0.29814243,0.44444442,0.50184846,6.4444447,4.111111,11.444445,3.7777777,-7.0,15.0,-8.0,11.444445,0.6703704,-2.0487173
5,168.0,40.0,9,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
5,161.0,144.0,9,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
5,225.0,90.0,9,0.0,0.0,0.38888893,0.2509241,0.55555564,0.45542005,6.5925927,4.666667,11.222222,3.8888888,-5.7777777,13.888889,-8.111111,11.222222,0.65115255,-1.987466
5,189.0,141.0,9,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
5,134.0,148.0,9,0.0,0.0,0.11111113,0.17213261,0.055555556,0.13608277,0.037037037,0.0,0.11111111,0.0,-0.11111111,0.22222222,-0.11111111,0.11111111,0.11111111,-2.0943952
5,166.0,36.0,9,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
5,241.0,145.0,9,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
5,203.0,61.0,9,0.0,0.0,0.16666675,0.2788868,0.7222221,0.44305354,7.0,4.4444447,12.333333,4.2222223,-7.6666665,16.0,-8.333333,12.333333,0.66625965,-2.0682037
5,232.0,149.0,9,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
5,182.0,152.0,9,0.0,0.0,0.77777785,0.98130673,0.8333333,1.0903618,0.7777778,0.33333334,1.6666666,0.33333334,-1.3333334,2.6666667,-1.3333334,1.6666666,0.70555556,-2.0943952
5,216.0,151.0,9,0.0,0.0,0.16666667,0.2788867,0.11111113,0.17213261,0.11111111,0.0,0.33333334,0.0,-0.33333334,0.6666667,-0.33333334,0.33333334,0.22222222,-2.0943952
5,220.0,149.0,9,0.0,0.0,0.11111113,0.17213261,0.11111113,0.17213261,0.037037037,0.0,0.11111111,0.0,-0.11111111,0.22222222,-0.11111111,0.11111111,0.11111111,-2.0943952
5,163.0,152.0,9,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
5,131.0,144.0,9,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
5,180.0,141.0,9,0.0,0.0,0.055555563,0.13608278,0.055555556,0.13608277,0.037037037,0.0,0.11111111,0.0,-0.11111111,0.22222222,-0.11111111,0.11111111,0.11111111,-2.0943952
5,225.0,58.0,9,0.0,0.0,0.3333335,0.42163706,0.4444445,0.34426522,8.333333,5.5555553,14.111111,5.3333335,-8.333333,17.333334,-9.0,14.111111,0.62222224,-2.0685637
5,170.0,154.0,9,0.0,0.0,0.11111111,0.17213261,0.055555556,0.13608277,0.074074075,0.0,0.22222222,0.0,-0.22222222,0.44444445,-0.22222222,0.22222222,0.22222222,-2.0943952
5,238.0,61.0,9,0.0,0.0,0.66666657,0.4714045,0.7222221,0.49065334,8.777778,5.888889,14.333333,6.111111,-8.666667,16.666666,-8.0,14.333333,0.5888227,-2.1218371
5,189.0,62.0,9,0.0,0.0,0.38888893,0.2509241,0.44444442,0.3442651,7.6296296,5.0,13.111111,4.7777777,-7.888889,16.444445,-8.555555,13.111111,0.6359381,-2.0669532
5,242.0,57.0,9,0.0,0.11111111,2.444444,2.3538773,9.277778,2.7601657,15.37037,11.333333,20.88889,13.888889,-12.111111,16.555555,-4.4444447,20.88889,0.46630767,-2.3706133
5,226.0,144.0,9,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
5,199.0,144.0,9,0.0,0.0,0.33333334,0.5163977,0.33333334,0.36514834,0.44444445,0.11111111,1.1111112,0.11111111,-1.0,2.0,-1.0,1.1111112,0.7407407,-2.0943952
5,170.0,62.0,9,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
5,123.0,152.0,9,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
5,161.0,154.0,9,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
5,161.0,147.0,9,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
5,245.0,140.0,9,0.0,0.0,0.16666666,0.27888668,0.6111111,0.7428674,0.4074074,0.22222222,0.7777778,0.22222222,-0.5555556,1.1111112,-0.5555556,0.7777778,0.24074075,-2.0943952
5,218.0,64.0,9,0.0,0.0,1.5000004,1.1303884,1.8333334,1.9635572,8.0,6.111111,12.555555,5.3333335,-5.6666665,13.666667,-8.0,12.555555,0.5791423,-1.9652462
5,174.0,145.0,9,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
5,214.0,143.0,9,0.0,0.0,0.11111113,0.17213261,0.44444442,0.17213264,0.6666667,0.22222222,1.7777778,0.0,-1.3333334,3.3333333,-2.0,1.7777778,0.8888889,-1.9869384
5,186.0,12.0,9,0.0,0.0,0.44444433,0.27216548,2.3333333,1.9663839,6.259259,3.8888888,11.333333,3.5555556,-7.111111,15.222222,-8.111111,11.333333,0.6873016,-2.057978
5,188.0,88.0,9,0.0,0.0,0.6666667,0.4714045,0.33333325,0.29814243,7.3333335,5.111111,12.222222,4.666667,-6.6666665,14.666667,-8.0,12.222222,0.61790985,-2.0357685
5,183.0,91.0,9,0.0,0.0,2.666667,0.8944272,0.49999985,0.54772246,14.444445,11.0,21.0,11.333333,-10.333333,19.666666,-9.333333,21.0,0.47678283,-2.1284647
5,155.0,68.0,9,0.0,0.0,3.4444447,3.786917,0.16666667,0.27888665,2.2962964,2.1111112,2.8888888,1.8888888,-0.5555556,1.7777778,-1.2222222,2.8888888,0.11574074,-1.8611541
5,160.0,41.0,9,0.0,0.0,0.8333333,0.8096638,0.22222225,0.17213258,0.7037037,0.5555556,1.2222222,0.33333334,-0.44444445,1.5555556,-1.1111112,1.2222222,0.537037,-1.8451205
5,189.0,142.0,9,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
5,133.0,141.0,9,0.0,0.0,0.11111111,0.17213261,0.11111113,0.1721326,0.074074075,0.0,0.22222222,0.0,-0.22222222,0.44444445,-0.22222222,0.22222222,0.22222222,-2.0943952
5,173.0,152.0,9,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
5,189.0,144.0,9,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
5,198.0,148.0,9,0.11111111,0.0,1.6666666,0.84327394,1.111111,0.98130697,1.7777778,1.1111112,3.2222223,1.0,-2.0,4.3333335,-2.3333333,3.2222223,0.61296296,-2.0451503
5,236.0,38.0,9,0.11111111,0.0,1.3333334,1.4907119,2.9444447,2.2941144,14.444445,10.111111,22.0,11.222222,-13.0,22.666666,-9.666667,22.0,0.54723245,-2.1930976
5,173.0,67.0,9,0.0,0.0,1.1111112,1.2412658,0.22222225,0.34426522,0.7407407,0.7777778,1.1111112,0.33333334,0.11111111,1.1111112,-1.2222222,1.1111112,0.23148148,-1.5126845
5,210.0,153.0,9,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
4,49.0,42.0,9,0.0,0.0,2.6111107,0.92895794,1.333334,0.8944278,58.88889,50.666668,74.55556,51.444443,-24.666666,47.0,-22.333334,74.55556,0.3229307,-2.1257355
4,188.0,73.0,9,0.0,0.0,1.0555553,0.9289579,2.2777786,1.9935083,40.185184,35.666668,49.77778,35.11111,-13.555555,28.777779,-15.222222,49.77778,0.2970959,-2.0549638
4,139.0,95.0,9,0.0,0.0,3.6111107,2.524692,7.0555553,5.724864,46.851852,42.88889,56.333332,41.333336,-11.888889,28.444445,-16.555555,56.333332,0.2645714,-1.9708016
4,92.0,70.0,9,0.11111111,0.0,1.1111107,1.3608265,0.7777767,0.65546083,61.11111,53.444443,77.0,52.88889,-23.0,47.666668,-24.666666,77.0,0.31436473,-2.070832
4,169.0,117.0,9,0.0,0.0,1.222222,0.6206324,1.111111,1.2938602,31.25926,27.444445,39.0,27.333334,-11.444445,23.222221,-11.777778,39.0,0.30714995,-2.0889142
4,63.0,19.0,9,0.0,0.0,2.4444447,1.1863403,1.4444447,0.8861062,45.185184,38.0,58.77778,38.77778,-21.555555,40.77778,-19.222221,58.77778,0.35522667,-2.1336765
4,69.0,68.0,9,0.0,0.0,0.83333206,0.8628117,0.7777774,0.5837293,56.296295,49.22222,71.0,48.666668,-21.222221,44.11111,-22.88889,71.0,0.31602636,-2.0695407
4,151.0,89.0,9,0.0,0.0,8.388889,4.577317,0.72222203,0.38968238,31.703703,27.333334,41.0,26.777779,-13.111111,27.88889,-14.777778,41.0,0.35127252,-2.0465415
4,170.0,159.0,9,0.11111111,0.0,2.2777777,1.420746,1.611111,1.1816499,20.518518,20.333334,22.333334,18.88889,-0.5555556,5.4444447,-4.888889,22.333334,0.15127982,-1.5966792
4,180.0,116.0,9,0.0,0.0,2.9444456,1.611303,1.333333,0.81649673,33.185184,29.11111,41.666668,28.777779,-12.222222,25.444445,-13.222222,41.666668,0.30946052,-2.068113
4,58.0,109.0,9,0.0,0.0,1.1666666,0.6236098,1.0555553,0.49065349,41.814816,36.11111,53.666668,35.666668,-17.11111,35.555557,-18.444445,53.666668,0.3349617,-2.068644
4,191.0,101.0,9,0.0,0.0,1.111112,0.7793635,1.1111113,1.186342,45.037037,39.0,57.11111,39.0,-18.11111,36.22222,-18.11111,57.11111,0.32273299,-2.0943027
4,24.0,15.0,9,0.0,0.0,0.8333346,0.6912141,1.1111107,0.54432976,70.07407,61.0,87.44444,61.77778,-27.222221,52.11111,-24.88889,87.44444,0.30227023,-2.1249814
4,152.0,98.0,9,0.0,0.0,7.0000014,3.8873014,1.0555559,0.7722023,28.777779,24.88889,37.11111,24.333334,-11.666667,25.0,-13.333333,37.11111,0.34639803,-2.0429404
4,44.0,50.0,9,0.0,0.0,1.1666673,0.96032333,1.0555573,0.389682,65.111115,57.333332,80.333336,57.666668,-23.333334,45.666668,-22.333334,80.333336,0.29016516,-2.1077845
4,105.0,69.0,9,0.0,0.0,2.5000012,1.5311582,1.8333327,1.4719604,59.555557,53.444443,73.22222,52.0,-18.333334,41.0,-22.666666,73.22222,0.28965253,-2.0228615
4,27.0,57.0,9,0.11111111,0.0,0.7222226,0.32772803,0.7222226,0.3896791,70.37037,60.0,90.111115,61.0,-31.11111,59.22222,-28.11111,90.111115,0.33538663,-2.128801
4,52.0,33.0,9,0.0,0.0,13.888889,13.024195,0.277778,0.2509246,35.814816,31.333334,45.555557,30.555555,-13.444445,29.222221,-15.777778,45.555557,0.33727008,-2.0304284
4,45.0,67.0,9,0.0,0.0,0.6666673,0.2981413,1.055554,0.64692926,64.74074,57.11111,80.44444,56.666668,-22.88889,47.11111,-24.222221,80.44444,0.29814535,-2.0766623
4,72.0,32.0,9,0.11111111,0.11111111,3.9444447,2.7032225,2.277778,1.9710876,56.37037,48.555557,72.77778,47.77778,-23.444445,49.22222,-25.777779,72.77778,0.3444093,-2.060607
4,142.0,119.0,9,0.0,0.0,5.277778,0.85418415,1.0555553,0.6116157,45.62963,40.666668,56.0,40.22222,-14.888889,31.11111,-16.222221,56.0,0.2807703,-2.0640383
4,244.0,134.0,9,0.11111111,0.0,2.1111126,1.1287498,1.0000006,0.7302964,44.703705,37.11111,58.22222,38.77778,-22.777779,40.555557,-17.777779,58.22222,0.36128438,-2.1753492