ionosphere_train.arff

Java语言实现的支持向量机的源码。对研究人工智能的朋友有用。

1,0.3975,0.64375,0.615,0.55,0.64125,0.65875,0.66125,0.675,0.681425,0.326915,0.54625,0.6375,0.4525,0.605,0.45625,0.6175,0.329065,0.65704,0.26,0.46,0.64954,0.66588,0.21,0.38,0.66095,0.357625,0.265,0.5925,0.36448,0.34386,0.702225,0.51525,b
1,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0,1,1,0.77586,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,1,1,0.5,0.5,0.5,0.5,0.5,0.5,b
1,1,1,0.5,0.5,1,0,0,0,1,1,1,0,0.5,0.5,1,0,1,1,0.5,0.5,1,0,0,0,1,1,0,1,0,1,0.5,0.5,b
1,0.856265,0.487025,0.706435,0.384665,0.990095,0.452635,0.998545,0.44882,1,0.445245,0.794825,1,0.91863,0,0.91135,0.410685,0.9038,0.358715,0.37043,0.96365,0.759665,0.52728,0.827465,0.39804,0.96562,0.293465,0.819055,0.390495,0.93068,0.06323,0.38407,0,b
0,0,1,1,1,0.5,0.5,1,0,1,0,1,0,0,0,0.5,0.5,0,0,0.5,0.5,0.5,0.5,0,0,1,0,1,1,0,0,0.5,0.5,b
1,0.5273,0.507185,0.48707,0.52299,0.507185,0.52299,0.461205,0.50431,0.50862,0.466955,0.48132,0.52155,0.458335,0.47701,0.452585,0.54023,0.479885,0.52586,0.510055,0.511495,0.48132,0.494255,0.515805,0.49569,0.50431,0.50862,0.51293,0.505745,0.51293,0.505745,0.47701,0.497125,b
1,0.53202,0.423645,0.477835,0.529555,0.54187,0.487685,0.49261,0.593595,0.53202,0.5,0.561575,0.45074,0.529555,0.5,0.50985,0.48522,0.43596,0.39655,0.534485,0.50739,0.534485,0.51478,0.53941,0.58128,0.640395,0.47537,0.470445,0.4532,0.522165,0.527095,0.536945,0.445815,b
1,1,0.22895,1,0,1,0,1,0.681085,1,0.294405,1,1,1,0,1,0.35323,1,0.032005,1,1,1,1,1,0.29556,1,0.186275,1,0,1,0,1,0,b
1,0.171875,0.578125,0.53125,0.5,0.5,0.53125,0.8125,0.53125,0.59375,0.5,0.484375,0.546875,0.53125,0.5,0.578125,0.421875,0.71875,0.3125,0.5,0.453125,0.5,0.5,0.515625,0.265625,0.515625,0.5,0.140625,0.515625,0.484375,0.5,0.5,0.546875,b
0,0.5,0.5,0,0,1,1,0,1,0,1,1,0,1,1,0,0,0,1,1,0,0,1,0,1,1,0,0,1,0,0,1,0,b
1,0.51926,0.51284,0.50214,0.5,0.509985,0.490015,0.5107,0.475035,0.47575,0.49358,0.507135,0.48859,0.5,0.483595,0.47646,0.485735,0.49144,0.51783,0.5107,0.50214,0.52568,0.48859,0.52568,0.50927,0.51997,0.507845,0.509985,0.503565,0.48716,0.49073,0.492865,0.509985,b
0,0,1,1,0,0,1,0.5,0.5,1,1,0,0.40625,1,1,0,0,1,0,0,0,1,1,1,0,1,1,1,1,0.5,0.5,0,0,b
0,1,1,1,0,1,1,1,1,1,1,1,1,1,1,1,0,0,1,0,1,0,1,1,0,1,1,0,1,0,0,0,1,b
0,1,0,1,1,1,1,1,1,1,1,1,0,1,1,1,1,1,0,1,0,1,0,1,0,1,1,1,0,1,1,1,1,b
1,0.895785,0.584255,0.5,0.5,0.782705,0.53437,0.69734,1,0.691795,0.997785,0.487805,0.766075,0.618625,0.5643,0.486695,0.97561,0.24501,0.92461,0.449,0.694015,0.28714,0.618625,0.04213,0.90355,0.32927,0.94124,0,0.847005,0,0.5643,0.5,0.5,b
0,1,1,1,0,1,1,1,1,1,1,1,0,1,1,1,0,1,0,1,1,1,1,1,0,1,1,1,1,1,1,1,1,b
1,0.59295,0.416665,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.55769,0.404645,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.47436,0.467145,0.539265,0.54487,0.58654,0.445515,0.5625,0.548075,0.51282,0.47596,0.584135,0.597755,b
1,0.7992,0.70166,0.914045,0.902605,0.880005,0.853545,0.92005,0.44508,0.986555,0.539905,0.97912,0.071365,0.95981,0.94222,0.97726,0.47397,0.943365,0.590675,0.99242,0.15203,0.93335,0.071225,0.64302,0.349685,1,0.58538,0.81479,0.713385,0.938785,0.905035,0.909895,0.84411,b
1,0.5,0.5,0.33164,0.92694,0.5,0.5,0.844345,0,0.98539,0.656925,0.36976,0.20394,0.348795,0.827825,0.970775,0.581955,0.5,0.5,0.5,0.5,0.409785,0,0.5,0.5,1,0,0.5,0.5,0.522235,0.809405,0.5,0.5,b
0,0,0,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,1,0,0.5,0.5,0,0,0.5,0.5,1,1,1,0,1,0,0.5,0.5,0.5,0.5,0.5,0.5,b
1,0.509875,0.503525,0.52045,0.49577,0.51058,0.50564,0.50564,0.52186,0.50141,0.500705,0.509875,0.484485,0.490125,0.530325,0.47955,0.5134,0.48801,0.497885,0.52186,0.487305,0.50917,0.5,0.5,0.493655,0.50917,0.49436,0.50282,0.492245,0.491535,0.48801,0.503525,0.5,b
0,0,0,1,0,0,1,0.5,0.5,1,0,1,0,0.5,0.5,0.5,0.5,0.5,0.5,0,1,1,0,0,1,1,1,0.5,0.5,1,0.75,0.5,0.5,b
0,1,1,1,0,0.5,0.5,0.5,0.5,1,1,1,1,0,0,1,0,0,1,0.5,0.5,1,0,1,0,1,1,0,0,0.5,0.5,0.5,0.5,b
1,0.97299,0.486575,0,0.630655,0.318035,0.678195,0.84629,0.182865,1,0.483235,0.3549,0.49725,0.22574,0.57726,0.959605,0.26865,1,0.24788,0.351325,0.34273,0.13068,0.686805,0.91936,0.26633,0.76104,0.20935,1,0.193035,0.45183,0.602385,0.469415,0.709565,b
0,1,0,0.5,0.5,0.5,0.5,1,1,1,0,0.140625,1,0.5,0.5,0,1,1,1,0,1,1,0.78125,0,1,1,1,1,0,1,1,1,1,b
1,0.508335,0.321875,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.56146,0.225,0.614065,0.914065,1,0.28854,0.5,0.5,0.541665,0,0.446875,0.416665,1,0.116665,0,0.59427,0.5,0.5,1,0.36354,b
1,0.5,0.5,0,0.18617,1,0.75532,0.539895,0.38298,0,0.31915,0.56383,0.204785,1,0,0.5,0.5,0.914895,0.460105,0.375,1,0.585105,0.146275,0.5,0.5,0.404255,0.265955,0.3883,0.25532,0.87234,0.95213,0.162235,0.728725,b
1,0.71818,0.436365,0.79091,0.427275,0.59091,0.163635,0.672725,0.48182,0.645455,0.472725,0.645455,0.645455,0.68182,0.29091,0.6,0.49091,0.68182,0.527275,0.563635,0.745455,0.80909,0.58182,0.663635,0.58182,0.70549,0.464865,0.672725,0.472725,0.563635,0.31818,0.645455,0.354545,b
1,0.95466,0.543955,0.93264,0.58444,1,0.58299,0.775935,0.84077,0.851035,0.683595,0.58143,0.713695,0.7881,0.73043,0.755335,0.74809,0.658195,0.564835,0.68912,0.77231,0.65637,0.77913,0.62428,0.782635,0.59313,0.783025,0.563175,0.780505,0.534635,0.775305,0.560685,0.838695,g
1,0.92868,0.500375,0.909635,0.47162,0.887605,0.47909,0.921585,0.545185,0.93129,0.559745,0.940255,0.46938,0.89171,0.51755,0.918595,0.46602,0.91785,0.42905,0.940625,0.505975,0.952575,0.5112,0.89843,0.49029,0.911915,0.48161,0.940625,0.467885,0.86968,0.49029,0.895445,0.45407,g
1,0.980355,0.53544,1,0.52148,1,0.546565,0.950845,0.47428,0.946315,0.5129,0.91625,0.46929,0.93767,0.549155,0.88272,0.5014,0.87603,0.473525,0.829805,0.460475,0.82079,0.470355,0.778385,0.461475,0.790255,0.488975,0.74832,0.493745,0.75655,0.499925,0.760495,0.49909,g
1,1,0.525745,0.996815,0.550615,0.98071,0.57378,0.977565,0.36752,0.83013,0.773505,0.90213,0.626415,0.868905,0.6369,0.833875,0.64357,0.798075,0.64652,0.76247,0.646,0.72791,0.64238,0.695115,0.63613,0.66465,0.627765,0.636905,0.61784,0.612135,0.60689,0.59043,0.595415,g
1,0.967685,0.568225,0.96858,0.626795,0.928525,0.693895,0.895195,0.735635,0.86176,0.79971,0.8263,0.875,0.75415,0.86793,0.708145,0.91371,0.627695,0.92976,0.56856,0.928075,0.50247,0.944345,0.463195,0.8989,0.395025,0.89002,0.334155,0.85727,0.30734,0.821815,0.262905,0.779175,g
1,0.75,0.5,0.69348,0.552175,0.74565,0.53261,0.734785,0.480435,0.67826,0.436955,0.72826,0.523915,0.752175,0.513045,0.67826,0.597825,0.71087,0.573915,0.71087,0.486955,0.66087,0.44348,0.736955,0.49565,0.708945,0.53454,0.69348,0.519565,0.676085,0.573915,0.723915,0.586955,g
1,0.978295,0.540715,0.987435,0.471665,0.985825,0.45758,0.980485,0.467195,0.973585,0.506395,0.97718,0.416025,0.97306,0.402515,0.99815,0.33866,0.951715,0.32049,0.95714,0.36342,0.9507,0.350965,0.999495,0.296265,0.93622,0.32707,0.960295,0.346905,0.919755,0.304695,0.91083,0.294135,g
1,0.87234,0.55319,0.94353,0.50491,0.94271,0.507355,0.93617,0.49291,0.86525,0.55319,0.938285,0.51456,0.936175,0.51691,0.978725,0.539005,0.975175,0.521275,0.927985,0.523715,0.924655,0.52589,0.93617,0.55674,0.917145,0.53007,0.87234,0.48227,0.90855,0.534,0.90387,0.535865,g
1,0.788235,0.492155,0.70196,0.5,0.692155,0.564705,0.7,0.47059,0.782355,0.57059,0.733335,0.541175,0.762745,0.47255,0.790195,0.507845,0.75098,0.5,0.72941,0.533335,0.790195,0.541175,0.74902,0.50196,0.743005,0.550195,0.731375,0.541175,0.72549,0.617645,0.715685,0.586275,g
1,0.961235,0.40276,0.982095,0.41163,0.93512,0.38699,0.90851,0.36465,0.896355,0.355455,0.85151,0.251805,0.81669,0.250165,0.68627,0.146355,0.63535,0.139455,0.70253,0.22914,0.667545,0.201545,0.57375,0.181995,0.54656,0.202055,0.46419,0.22536,0.4908,0.22963,0.462715,0.26051,g
1,0.903135,0.565345,0.865305,0.621615,0.823075,0.59519,0.684615,0.727885,0.723965,0.732195,0.625,0.78654,0.62596,0.685575,0.576075,0.759385,0.45096,0.7875,0.48269,0.714425,0.45572,0.72212,0.425285,0.70003,0.4003,0.67488,0.38084,0.647705,0.36683,0.61948,0.38077,0.65577,g
1,0.837735,0.52264,0.884905,0.44717,0.88679,0.51887,0.83019,0.47736,0.82264,0.50566,0.83396,0.43019,0.860375,0.48868,0.884905,0.543395,0.809435,0.460375,0.879245,0.38113,0.86981,0.426415,0.92453,0.42453,0.86943,0.470995,0.83396,0.51132,0.932075,0.51887,0.86604,0.503775,g
1,0.941525,0.39002,1,0.681865,0.912015,0.59603,0.92543,0.529505,0.95279,0.47854,0.925965,0.625,0.889485,0.62661,0.84603,0.7897,0.85515,0.69528,0.86588,0.637875,1,0.674355,0.7838,0.760195,0.849055,0.766175,0.904505,0.79292,0.71513,0.854615,0.761805,0.770925,g
1,0.64601,0.56791,0.726655,0.58404,0.758915,0.497455,0.76316,0.604415,0.76231,0.41681,0.73684,0.47623,0.77759,0.519525,0.90832,0.387945,0.712225,0.47878,0.674875,0.533105,0.640915,0.395585,0.758655,0.48412,0.751845,0.483245,0.673175,0.549235,0.85399,0.49066,0.697795,0.48387,g
1,0.917395,0.644965,0.84628,0.73851,0.74617,0.841905,0.609955,0.933805,0.45952,0.925055,0.32221,0.888405,0.236325,0.792125,0.14825,0.656455,0.120895,0.519695,0.143875,0.423415,0.208425,0.30416,0.314005,0.23523,0.41525,0.195685,0.542125,0.19256,0.62582,0.25766,0.702955,0.323305,g
1,1,0.508545,0.981075,0.48429,1,0.48282,1,0.474645,0.99513,0.46454,0.995865,0.45499,1,0.421365,1,0.428715,0.99155,0.440935,1,0.407405,1,0.40364,0.994855,0.389585,0.98245,0.398785,0.972995,0.414385,0.98218,0.387195,0.935055,0.38352,g
1,0.950355,0.508865,1,0.491135,0.950355,0.503545,0.92376,0.52837,1,0.51773,0.98936,0.50532,0.98759,0.51773,1,0.484045,0.94858,0.484045,0.93085,0.539005,1,0.5461,0.950355,0.52305,0.971525,0.516235,0.973405,0.51241,1,0.50532,0.968085,0.51064,g
1,0.80769,0.594615,0.890785,0.5089,0.88743,0.513235,0.825385,0.44846,0.88769,0.54,0.869805,0.5253,0.86161,0.52888,0.843075,0.455385,0.80846,0.58154,0.831165,0.537865,0.81939,0.540205,0.80077,0.463845,0.794015,0.543835,0.775385,0.62846,0.766945,0.546035,0.753045,0.54661,g
1,0.99411,0.510935,0.96551,0.6705,0.91952,0.67611,0.87353,0.74453,0.86792,0.759395,0.77538,0.800895,0.71565,0.831185,0.659,0.852215,0.641895,0.844365,0.537575,0.86848,0.53169,0.85642,0.417555,0.84857,0.41722,0.80255,0.418955,0.779025,0.326415,0.720975,0.332585,0.687325,g
1,0.95187,0.49198,1,0.540105,1,0.50802,0.96524,0.502675,0.967915,0.49198,1,0.5,1,0.532085,1,0.524065,0.95722,0.52139,0.983955,0.510695,0.99465,0.49198,0.981285,0.52674,0.98487,0.52226,0.938505,0.50535,1,0.545455,0.989305,0.532085,g
1,0.95588,0.45588,0.985295,0.588235,0.911765,0.54412,0.95588,0.485295,0.985295,0.411765,0.985295,0.57353,0.97059,0.514705,1,0.5,1,0.5,0.882355,0.558825,0.941175,0.514705,0.92647,0.514705,0.963315,0.513,0.97059,0.441175,0.985295,0.52941,0.95588,0.52941,g
1,1,0.49329,1,0.50783,1,0.49888,1,0.53132,0.988815,0.52237,0.979865,0.51454,1,0.53244,0.994405,0.51678,1,0.517895,0.99888,0.54698,0.978745,0.536915,1,0.550335,0.999945,0.543815,0.995525,0.542505,1,0.550335,1,0.550335,g
1,0.998505,0.608385,0.95983,0.73515,0.88451,0.812075,0.76656,0.8906,0.68387,0.941455,0.550535,0.91656,0.465865,0.94637,0.358655,0.860365,0.281465,0.80844,0.221155,0.7406,0.175,0.67767,0.17671,0.57954,0.166745,0.511385,0.17564,0.43269,0.226925,0.385255,0.263995,0.32484,g
1,1,0.42882,1,0.41872,1,0.38172,1,0.46243,1,0.37495,1,0.369195,1,0.390125,1,0.30697,1,0.26919,1,0.322405,1,0.201695,1,0.261785,0.9941,0.251565,1,0.1209,1,0.121195,1,0.077815,g
1,0.92067,0.40819,0.71822,0.514595,0.967105,0.498665,0.939735,0.568975,0.905605,0.491055,0.942795,0.774955,0.95857,0.21257,0.875,0.3524,0.93338,0.39948,1,1,0.73305,0.41855,0.95033,0.48611,0.96679,0.49421,0.80791,0.33851,0.922315,0.37147,0.966615,0.492875,g
1,0.87352,0.433795,0.768775,0.58498,0.863635,0.54743,0.847825,0.444665,0.83399,0.38241,0.939725,0.40415,0.868575,0.52075,0.815215,0.498025,0.81818,0.44071,0.896245,0.37352,0.832015,0.35672,0.83597,0.44763,0.809235,0.439795,0.800395,0.395255,0.687745,0.534585,0.805335,0.493085,g
1,0.995125,0.471075,0.998965,0.434955,0.993315,0.40285,0.99687,0.370785,0.96369,0.34935,0.963255,0.310175,0.94906,0.28102,0.92461,0.23968,0.937165,0.214625,0.89508,0.200805,0.873625,0.176925,0.84141,0.157605,0.826235,0.13413,0.80505,0.123235,0.77376,0.09861,0.745975,0.083775,g
1,0.96435,0.66582,0.88084,0.811745,0.746525,0.92133,0.60796,0.975965,0.43022,0.980835,0.26399,0.91795,0.146265,0.82745,0.06263,0.68375,0.04093,0.527975,0.05088,0.369135,0.130155,0.229655,0.246215,0.126325,0.388385,0.06939,0.53905,0.064205,0.680105,0.109715,0.797035,0.19865,g
1,0.956205,0.521735,0.970955,0.5114,0.973525,0.526725,0.96791,0.506605,0.959555,0.53174,0.96383,0.560335,0.96024,0.531055,0.944495,0.56361,0.91872,0.572195,0.904915,0.559245,0.885205,0.57111,0.878775,0.556495,0.86775,0.56641,0.831935,0.5765,0.854625,0.55377,0.82629,0.557235,g
1,0.73684,0.44737,0.918905,0.50878,0.915775,0.513075,0.842105,0.473685,0.842105,0.5,0.89928,0.52514,0.891575,0.52878,0.921055,0.73684,1,0.526315,0.86275,0.538155,0.851505,0.540705,0.710525,0.605265,0.827095,0.54484,0.76316,0.394735,0.80075,0.54767,0.78709,0.548595,g
1,0.7947,0.195365,0.92715,0.77649,0.90563,0.536425,0.783115,0.581125,0.663905,0.62086,0.751655,0.56126,0.819535,0.59934,0.85927,0.713575,0.771525,0.569535,0.82616,0.639075,0.84437,0.536425,0.75936,0.633265,0.745065,0.638435,0.73108,0.64287,0.71742,0.64662,0.704105,0.64971,g
1,1,0.483175,1,0.502425,1,0.43969,0.944825,0.50599,0.86541,0.52673,0.927215,0.504135,0.772955,0.501495,0.918875,0.43178,0.877675,0.4573,0.854435,0.36249,0.716925,0.43969,0.78764,0.2989,0.79492,0.389275,0.7155,0.413175,0.80218,0.3791,0.780225,0.30881,g
1,0.91754,0.54149,0.868695,0.42647,0.921745,0.472165,0.952205,0.47689,0.946955,0.56565,0.905985,0.533615,0.896535,0.455355,1,0.489495,0.983195,0.53309,0.938025,0.505775,0.887605,0.53309,0.97689,0.47899,0.917395,0.500615,1,0.564075,0.9333,0.44643,0.95273,0.478465,g
1,0.905715,0.51857,0.925715,0.499285,0.895,0.50357,0.897855,0.47857,0.937855,0.5,0.927855,0.46643,0.932145,0.50143,0.914285,0.472855,0.905,0.440715,0.884285,0.457855,0.92143,0.475,0.885,0.465715,0.90799,0.456655,0.912855,0.447855,0.907145,0.475,0.910715,0.424285,g
1,1,0.81774,1,1,0.885615,1,0.333335,1,0,1,0.5,1,0,1,0,0.5,0,0.166665,0,0.03732,0,0.333335,0.333335,0,0.596175,0,1,0,0.5,0,1,0.166665,g
1,0.91312,0.54078,0.89539,0.45922,0.95213,0.491135,0.96454,0.50532,0.90071,0.544325,0.973405,0.496455,0.97163,0.5,0.96631,0.601065,0.975175,0.496455,0.957445,0.503545,0.90248,0.53546,0.955675,0.579785,0.947635,0.540825,0.8883,0.53369,0.962765,0.590425,0.962765,0.5,g
1,0.97941,0.550645,1,0.49041,0.991565,0.512775,0.98487,0.45342,0.994775,0.48642,0.9899,0.48452,1,0.473285,1,0.474105,0.9692,0.507785,0.9881,0.45358,0.989445,0.47341,0.957835,0.421625,0.978385,0.465025,0.95489,0.506535,1,0.446015,0.96572,0.46556,g
1,0.756035,1,1,0.76905,0.85589,0.904165,0.72811,0.732135,0.665405,1,0.606245,1,0.41292,1,0.334595,0.99361,0.19309,1,0.23663,0.858495,0.0575,0.73947,0,0.675875,0,0.547845,0,0.416435,0,0.28887,0.040485,0.172215,g
1,1,0.35786,1,0.37327,0.973115,0.32453,1,0.34717,0.96368,0.254715,0.95409,0.279405,0.878615,0.205505,0.84874,0.209905,0.798115,0.212105,0.842295,0.145125,0.772325,0.063365,0.74607,0.133335,0.67752,0.11973,0.63176,0.108805,0.58302,0.134275,0.56997,0.15,g
1,0.987335,0.56541,0.9706,0.60018,0.943915,0.66124,0.945045,0.663555,0.92775,0.726085,0.86149,0.76142,0.84973,0.7941,0.79274,0.834465,0.744345,0.85199,0.721225,0.840795,0.676445,0.87811,0.63416,0.88105,0.584065,0.892705,0.537485,0.902195,0.48519,0.88851,0.448555,0.87121,g
1,0.67673,0.43116,0.846935,0.487885,0.840975,0.48213,0.778585,0.469405,0.80918,0.447665,0.810495,0.467365,0.796805,0.463555,0.711355,0.367955,0.791065,0.52496,0.74868,0.456145,0.731205,0.455055,0.72504,0.49718,0.69573,0.45481,0.67794,0.44847,0.66116,0.456815,0.644715,0.4585,g
1,1,0.488705,1,0.47753,1,0.46659,1,0.456005,1,0.780865,1,0.43631,1,0.42739,1,0.662035,1,0.411805,0.99742,0.405255,0.978005,0.399595,1,0.03858,0.9364,0.391035,0.9146,0.38815,0.892395,0.386175,0.86996,0.385095,g
1,0.9704,0.559665,0.92869,0.50519,0.92562,0.50773,0.88483,0.49861,0.922295,0.55458,0.916445,0.515135,0.9134,0.51753,0.87419,0.509715,0.900095,0.512025,0.90431,0.524505,0.901295,0.52676,0.88668,0.5111,0.89529,0.531175,0.929695,0.546255,0.889315,0.53545,0.886345,0.53754,g