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!

6,248.0,200.0,9,0.0,0.0,1.388888,0.9525792,1.777778,1.1674607,46.11111,41.333336,56.555557,40.444443,-14.333333,31.333334,-17.0,56.555557,0.28666258,-2.0380163
6,253.0,201.0,9,0.0,0.0,2.9999993,2.6915498,2.8333328,2.3357134,43.962963,39.22222,53.88889,38.77778,-14.222222,29.777779,-15.555555,53.88889,0.2808298,-2.0678604
6,252.0,201.0,9,0.0,0.0,4.6111107,5.495115,5.5555553,5.795274,40.296295,35.77778,49.0,36.11111,-13.555555,26.11111,-12.555555,49.0,0.2753682,-2.1758256
6,228.0,191.0,9,0.0,0.0,1.4444447,0.6206325,2.3333328,1.1925693,49.22222,44.0,60.555557,43.11111,-15.666667,34.0,-18.333334,60.555557,0.28958246,-2.040515
6,102.0,179.0,9,0.11111111,0.0,1.8333334,1.5311582,2.4444447,1.8816848,49.185184,44.88889,59.77778,42.88889,-12.888889,31.777779,-18.88889,59.77778,0.28268683,-1.970398
6,235.0,196.0,9,0.0,0.0,1.6666666,1.333334,2.222222,1.1482682,47.25926,41.77778,58.555557,41.444443,-16.444445,33.88889,-17.444445,58.555557,0.29423782,-2.0746155
6,110.0,182.0,9,0.0,0.0,2.3888893,1.7940235,2.555556,1.5587274,46.37037,42.666668,56.333332,40.11111,-11.111111,29.88889,-18.777779,56.333332,0.28764573,-1.9300476
6,209.0,191.0,9,0.0,0.11111111,3.0555553,2.3037815,5.722222,6.071487,48.22222,43.88889,58.666668,42.11111,-13.0,31.333334,-18.333334,58.666668,0.27976418,-1.964901
6,235.0,195.0,9,0.0,0.0,1.8888887,2.0940824,2.9999988,1.7384534,48.333332,42.77778,59.666668,42.555557,-16.666666,34.0,-17.333334,59.666668,0.29058507,-2.0810955
6,236.0,193.0,9,0.0,0.0,2.6666653,1.6865476,4.0555553,3.2756124,49.11111,43.333332,61.22222,42.77778,-17.333334,36.333332,-19.0,61.22222,0.30314395,-2.0654206
6,180.0,186.0,9,0.11111111,0.0,1.5000013,1.7981453,1.9444441,1.7815933,49.62963,45.0,61.333332,42.555557,-13.888889,35.11111,-21.222221,61.333332,0.30616122,-1.9580852
6,181.0,186.0,9,0.11111111,0.0,2.9444454,2.7114286,2.0555553,1.6788442,48.814816,44.11111,60.444443,41.88889,-14.111111,34.88889,-20.777779,60.444443,0.30702683,-1.9685109
6,132.0,182.0,9,0.0,0.0,0.8888893,0.655462,2.1111114,1.7722135,43.51852,40.22222,52.555557,37.77778,-9.888889,27.11111,-17.222221,52.555557,0.2807636,-1.917349
6,133.0,181.0,9,0.0,0.0,2.3888893,2.1645303,4.777777,2.8648567,41.25926,37.77778,49.555557,36.444443,-10.444445,24.88889,-14.444445,49.555557,0.2656194,-1.9983681
6,227.0,195.0,9,0.11111111,0.0,2.5,2.2385526,3.5000007,2.8886762,47.74074,42.77778,58.555557,41.88889,-14.888889,32.444443,-17.555555,58.555557,0.28449497,-2.038956
6,142.0,183.0,9,0.11111111,0.0,1.0,0.8692275,1.5555553,1.4857352,43.185184,40.22222,52.0,37.333336,-8.888889,26.444445,-17.555555,52.0,0.28154,-1.8877307
6,167.0,190.0,9,0.0,0.0,3.055556,0.85418355,5.055556,2.784215,51.074074,44.88889,63.22222,45.11111,-18.555555,36.444443,-17.88889,63.22222,0.29895782,-2.1126902
6,23.0,172.0,9,0.0,0.0,1.333334,0.8944272,9.166667,5.8566217,42.333332,38.0,51.22222,37.77778,-13.0,26.666666,-13.666667,51.22222,0.26545405,-2.1265585
6,142.0,185.0,9,0.11111111,0.0,2.2777786,1.7690771,3.1111114,1.1674604,47.814816,43.88889,58.22222,41.333336,-11.777778,31.222221,-19.444445,58.22222,0.28914437,-1.937924
6,200.0,193.0,9,0.0,0.0,2.555556,2.0403337,4.6111107,3.5926886,41.185184,37.444443,50.0,36.11111,-11.222222,26.444445,-15.222222,50.0,0.27987626,-1.9958013
6,178.0,185.0,9,0.0,0.0,2.6111119,1.8063676,3.1111114,2.2771008,49.037037,44.0,60.666668,42.444443,-15.111111,34.88889,-19.777779,60.666668,0.30003616,-2.006186
6,233.0,197.0,9,0.0,0.11111111,3.8888874,2.78621,2.0,1.2649122,49.74074,44.333332,61.444443,43.444443,-16.222221,35.11111,-18.88889,61.444443,0.29465598,-2.0433986
6,169.0,186.0,9,0.0,0.22222222,2.333334,1.659987,5.5000005,2.5188184,49.444443,44.666668,61.11111,42.555557,-14.333333,35.0,-20.666666,61.11111,0.30344796,-1.974394
6,118.0,180.0,9,0.0,0.0,1.9444447,1.4819913,3.1111114,1.0886629,48.555557,44.11111,59.0,42.555557,-13.333333,31.333334,-18.0,59.0,0.27882218,-1.9960423
6,234.0,194.0,9,0.0,0.22222222,1.4444453,1.9512585,3.8333333,3.0894084,48.62963,43.0,60.333332,42.555557,-16.88889,35.11111,-18.222221,60.333332,0.29836866,-2.0718758
6,142.0,182.0,9,0.11111111,0.0,1.1111113,0.8344437,2.7777774,2.051197,43.62963,40.333336,52.88889,37.666668,-9.888889,27.777779,-17.88889,52.88889,0.28686288,-1.9049777
6,240.0,195.0,9,0.0,0.0,1.8888887,1.1674597,1.8333346,1.709451,48.851852,43.22222,60.666668,42.666668,-16.88889,35.444443,-18.555555,60.666668,0.3003628,-2.0630436
6,224.0,190.0,9,0.0,0.0,2.8888886,2.1361103,3.0000007,1.8499246,47.48148,42.444443,58.666668,41.333336,-15.111111,33.555557,-18.444445,58.666668,0.2956214,-2.025942
6,174.0,188.0,9,0.0,0.0,2.8888886,2.8803291,3.6111107,2.23524,50.407406,45.444443,62.0,43.77778,-14.888889,34.77778,-19.88889,62.0,0.29399088,-1.9950715
6,252.0,195.0,9,0.0,0.0,2.6111119,2.091428,3.722222,2.2052138,47.666668,42.444443,58.77778,41.77778,-15.666667,33.333332,-17.666666,58.77778,0.28878826,-2.0516715
6,149.0,185.0,9,0.0,0.0,1.5555553,1.0680546,3.0555553,1.9254627,49.333332,45.333332,59.555557,43.11111,-12.0,30.666666,-18.666666,59.555557,0.2758892,-1.9527698
6,118.0,182.0,9,0.11111111,0.0,1.777778,1.293861,2.500002,1.42595,45.0,41.666668,54.333332,39.0,-10.0,28.0,-18.0,54.333332,0.28187475,-1.9106771
6,170.0,189.0,9,0.0,0.0,2.277778,1.3235757,2.4444447,1.7847092,51.11111,45.77778,63.333332,44.22222,-16.0,36.666668,-20.666666,63.333332,0.30134642,-2.0089307
6,182.0,186.0,9,0.11111111,0.0,3.666666,2.0439608,1.7777767,1.2412661,48.444443,43.77778,59.88889,41.666668,-14.0,34.333332,-20.333334,59.88889,0.30452195,-1.9730555
6,10.0,172.0,9,0.0,0.0,4.277777,4.38896,6.6666656,7.360555,44.77778,40.333336,54.666668,39.333336,-13.333333,29.666666,-16.333334,54.666668,0.27804413,-2.0524528
6,229.0,195.0,9,0.0,0.0,4.166666,2.2779152,4.111111,2.2476342,47.703705,42.444443,58.88889,41.77778,-15.777778,33.555557,-17.777779,58.88889,0.29027814,-2.0527046
6,177.0,190.0,9,0.0,0.0,0.94444466,0.82775986,1.3888893,0.9525794,52.407406,47.333332,64.55556,45.333332,-15.222222,36.444443,-21.222221,64.55556,0.29773334,-1.9858987
6,240.0,192.0,9,0.0,0.0,2.3888881,0.6469305,4.3888893,2.3796992,45.962963,40.555557,58.11111,39.22222,-16.222221,36.444443,-20.222221,58.11111,0.32560807,-2.0165784
6,236.0,194.0,9,0.0,0.0,2.666666,1.9321826,2.4444435,1.7971164,50.11111,44.22222,62.444443,43.666668,-17.666666,37.0,-19.333334,62.444443,0.30066735,-2.0642767
6,117.0,181.0,9,0.11111111,0.0,1.8333334,1.2427571,3.0000007,2.054805,46.88889,43.0,56.88889,40.77778,-11.666667,30.0,-18.333334,56.88889,0.28328654,-1.9490879
6,186.0,188.0,9,0.0,0.0,1.8333321,1.2605107,1.9444433,1.2546208,49.962963,45.11111,61.444443,43.333332,-14.555555,34.444443,-19.88889,61.444443,0.29477406,-1.9934397
6,9.0,171.0,9,0.0,0.0,1.4999994,1.0055392,2.7777774,1.64204,45.925926,41.0,57.22222,39.555557,-14.777778,33.88889,-19.11111,57.22222,0.30794257,-2.0107226
6,190.0,188.0,9,0.0,0.0,2.0000007,1.5634717,2.2777774,1.7815938,49.703705,44.666668,61.77778,42.666668,-15.111111,36.22222,-21.11111,61.77778,0.30923617,-1.9845647
6,244.0,194.0,9,0.0,0.0,1.722222,1.14342,2.277778,2.03761,49.74074,44.444443,61.666668,43.11111,-15.888889,35.77778,-19.88889,61.666668,0.30085307,-2.0218375
6,205.0,194.0,9,0.0,0.0,1.6111107,1.2003093,5.388889,3.0435104,41.296295,37.11111,50.444443,36.333336,-12.555555,27.444445,-14.888889,50.444443,0.28055963,-2.0375679
6,88.0,180.0,9,0.0,0.0,1.4999994,0.93689823,3.833332,2.888675,50.407406,45.22222,62.333332,43.666668,-15.555555,35.77778,-20.222221,62.333332,0.3009182,-2.0087192
6,62.0,177.0,9,0.0,0.0,1.2777786,0.8798145,1.6666673,0.9428091,51.074074,46.333332,63.11111,43.77778,-14.222222,36.11111,-21.88889,63.11111,0.30621472,-1.9560046
6,2.0,171.0,9,0.0,0.0,1.9444447,1.2186809,3.6666667,3.1269426,45.77778,41.0,56.333332,40.0,-14.333333,31.666666,-17.333334,56.333332,0.28798285,-2.0329285
6,169.0,190.0,9,0.0,0.0,3.1111114,1.8094412,2.8888893,2.0940847,52.555557,46.88889,65.0,45.77778,-17.0,37.333332,-20.333334,65.0,0.2970586,-2.0348296
6,32.0,173.0,9,0.0,0.0,1.7222217,1.7815932,9.0,6.749488,43.592594,39.555557,52.88889,38.333336,-12.111111,27.88889,-15.777778,52.88889,0.26691392,-1.9988575
6,205.0,190.0,9,0.0,0.0,1.2777773,0.9981452,1.6111107,1.1238158,49.48148,44.77778,60.666668,43.0,-14.111111,33.555557,-19.444445,60.666668,0.29078844,-1.9875989
6,204.0,194.0,9,0.0,0.0,2.6111114,1.9254627,5.1111107,3.4167333,41.037037,37.0,49.77778,36.333336,-12.111111,26.222221,-14.111111,49.77778,0.27541482,-2.0452008
5,187.0,36.0,9,0.0,0.0,0.38888884,0.2509243,0.4999999,0.2788868,7.5185184,4.7777777,13.0,4.7777777,-8.222222,16.444445,-8.222222,13.0,0.6486569,-2.0972927
5,225.0,36.0,9,0.0,0.0,0.44444457,0.27216554,0.38888893,0.3277307,7.9259257,5.0,13.666667,5.111111,-8.777778,17.222221,-8.444445,13.666667,0.63492066,-2.1073034
5,222.0,145.0,9,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
5,242.0,148.0,9,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
5,125.0,149.0,9,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
5,200.0,31.0,9,0.0,0.0,2.111111,1.223232,5.055555,2.678447,11.259259,8.333334,16.555555,8.888889,-8.777778,15.888889,-7.111111,16.555555,0.5009438,-2.1719491
5,221.0,30.0,9,0.0,0.0,1.0555556,0.8541837,1.6666666,1.6329935,8.481482,6.111111,13.111111,6.2222223,-7.111111,13.888889,-6.7777777,13.111111,0.5185864,-2.05997
5,240.0,63.0,9,0.0,0.0,0.55555564,0.5443313,0.38888916,0.38968176,8.962963,6.3333335,14.0,6.5555553,-7.888889,15.111111,-7.2222223,14.0,0.54770046,-2.1218371
5,137.0,141.0,9,0.0,0.0,0.055555563,0.13608278,0.055555556,0.13608277,0.037037037,0.0,0.11111111,0.0,-0.11111111,0.22222222,-0.11111111,0.11111111,0.11111111,-2.0943952
5,189.0,68.0,9,0.0,0.0,1.1111113,0.58373,1.0555557,0.5340273,6.888889,5.6666665,10.333334,4.666667,-3.6666667,10.333333,-6.6666665,10.333334,0.534151,-1.780255
5,222.0,62.0,9,0.0,0.0,0.27777782,0.2509242,0.6666667,0.55777335,6.4074073,4.111111,11.444445,3.6666667,-6.888889,15.111111,-8.222222,11.444445,0.68080807,-2.0341523
5,128.0,144.0,9,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
5,186.0,90.0,9,0.0,0.0,4.444444,1.455513,0.6666667,0.4714045,10.037037,7.5555553,15.0,7.5555553,-7.4444447,14.888889,-7.4444447,15.0,0.5339284,-2.067026
5,184.0,145.0,9,0.0,0.0,0.72222227,0.6116159,0.22222222,0.2721655,0.5555556,0.33333334,1.2222222,0.11111111,-0.6666667,2.0,-1.3333334,1.2222222,0.5277778,-1.9209436
5,206.0,12.0,9,0.0,0.0,2.6111112,1.4819909,4.5,3.3582406,11.444445,8.444445,17.666668,8.222222,-9.0,18.666666,-9.666667,17.666668,0.5437747,-2.0644825
5,202.0,63.0,9,0.0,0.0,0.38888907,0.3277309,0.44444466,0.27216563,6.0740743,4.0,10.555555,3.6666667,-6.2222223,13.444445,-7.2222223,10.555555,0.65353537,-2.04457
5,196.0,95.0,9,0.0,0.0,1.722222,1.1238165,1.3333335,1.264911,7.6296296,6.7777777,10.777778,5.3333335,-2.5555556,9.444445,-6.888889,10.777778,0.51256585,-1.7492584
5,200.0,13.0,9,0.0,0.0,1.7777777,1.8579161,0.27777767,0.25092423,9.296296,6.111111,15.888889,5.888889,-9.555555,19.777779,-10.222222,15.888889,0.63273925,-2.0741334
5,223.0,150.0,9,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
5,201.0,34.0,9,0.0,0.0,4.277778,3.05808,0.44444466,0.4036869,13.740741,9.777778,20.88889,10.555555,-11.888889,21.444445,-9.555555,20.88889,0.5448579,-2.1628716
5,231.0,91.0,9,0.0,0.0,0.4999999,0.27888656,0.5555554,0.17213255,6.0,4.5555553,9.777778,3.6666667,-4.3333335,11.333333,-7.0,9.777778,0.62065095,-1.9349097
5,171.0,89.0,9,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
5,200.0,147.0,9,0.0,0.0,0.22222222,0.5443311,0.4444445,0.68853045,0.2962963,0.22222222,0.44444445,0.22222222,-0.22222222,0.44444445,-0.22222222,0.44444445,0.11111111,-2.0943952
5,174.0,152.0,9,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
5,208.0,34.0,9,0.0,0.0,1.7222224,1.7309811,0.4444445,0.50184834,14.444445,10.777778,21.0,11.555555,-11.0,19.666666,-8.666667,21.0,0.479958,-2.1623826
5,218.0,147.0,9,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
5,187.0,86.0,9,0.0,0.0,1.0555556,1.0628402,3.0555553,2.5422366,6.703704,4.666667,10.888889,4.5555553,-6.111111,12.555555,-6.4444447,10.888889,0.5942257,-2.0544748
5,253.0,150.0,9,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
5,170.0,143.0,9,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
5,156.0,154.0,9,0.0,0.0,0.2777778,0.3277307,0.77777773,0.544331,1.7407408,1.0,3.5555556,0.6666667,-2.2222223,5.4444447,-3.2222223,3.5555556,0.8388889,-1.9882019
5,177.0,33.0,9,0.0,0.0,1.6666666,1.577621,4.3333335,2.9739609,8.740741,6.4444447,13.111111,6.6666665,-6.888889,13.111111,-6.2222223,13.111111,0.547103,-2.0561194
5,249.0,58.0,9,0.0,0.0,1.3333334,0.9428091,0.27777767,0.3277306,8.851851,6.0,14.555555,6.0,-8.555555,17.11111,-8.555555,14.555555,0.6077675,-2.0853417
5,182.0,39.0,9,0.0,0.0,5.5000005,5.737789,0.611111,0.8798151,9.518518,7.3333335,14.333333,6.888889,-6.5555553,14.444445,-7.888889,14.333333,0.5760211,-2.0362277