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。

@relation ionosphere_train
@attribute a01 numeric
@attribute a03 numeric
@attribute a04 numeric
@attribute a05 numeric
@attribute a06 numeric
@attribute a07 numeric
@attribute a08 numeric
@attribute a09 numeric
@attribute a10 numeric
@attribute a11 numeric
@attribute a12 numeric
@attribute a13 numeric
@attribute a14 numeric
@attribute a15 numeric
@attribute a16 numeric
@attribute a17 numeric
@attribute a18 numeric
@attribute a19 numeric
@attribute a20 numeric
@attribute a21 numeric
@attribute a22 numeric
@attribute a23 numeric
@attribute a24 numeric
@attribute a25 numeric
@attribute a26 numeric
@attribute a27 numeric
@attribute a28 numeric
@attribute a29 numeric
@attribute a30 numeric
@attribute a31 numeric
@attribute a32 numeric
@attribute a33 numeric
@attribute a34 numeric
@attribute class {b,g}
@data
1,0.84722,0.694445,0.5,0.5,0.335315,0.849205,0.5,0.5,0.5,0.5,0.5,0.5,0.603175,0.37897,0.60516,0.59722,0.732145,0.890875,0.5,0.5,0.5,0.5,0.867065,0.636905,0.88095,0.81746,0.5,0.5,0.5,0.5,0.5,0.5,b
0,1,1,1,0,0.5,0.5,0.5,0.5,0,0,0.5,0.5,0.5,0.5,0,1,1,1,0,1,0,1,1,0,1,1,0,1,1,1,0.5,0.5,b
0,0,1,0,0,0.5,0.5,0,1,1,0,0,0,0,1,0.5,0.5,0,0,0,1,0.5,0.5,1,0,1,1,1,0,1,1,0.5,0.5,b
0,0,1,1,0,0.5,0.5,0.5,0.5,1,0,1,1,0.5,0.5,1,0,0.5,0.5,0.5,0.5,1,1,0,1,1,0,0,1,0,0,0.5,0.5,b
1,0.695895,0.468285,0.98732,0.52164,1,1,0.679105,0.576495,0.77239,0.5653,0.807835,0.08955,0.78918,0.83955,0.833955,0.44776,0.73321,0.442165,0.82787,0.57396,0.916045,0.72761,0.735075,0.58209,0.746545,0.57315,0.662315,0.48694,0.69559,0.567605,0.672055,0.563775,b
0,0.5,0.5,0,1,1,1,0,0,0.5,0.5,0,0,0,0.34375,0,0,1,0,1,0,0.5,0.5,1,0,0,0,0.5,0.5,1,0,0.5,0.5,b
1,0.75466,0.03002,1,0.63354,0.4824,0,1,0,0.718425,0,0.5,0.5,0,0.328675,0.311595,0.518115,1,0,0.5,0.5,0.5,0.5,0.418735,0.96118,0.69876,0.632505,0.5,0.5,1,0.61594,0.5,0.5,b
0,1,0,1,1,1,0,1,1,1,0,1,1,1,0,1,0,1,1,1,1,1,0,1,0,1,0,1,1,1,0,1,1,b
0,0,1,0.5,0.5,0.5,0.5,0,1,1,1,0.5,0.5,0.5,0.5,1,0,0,1,1,1,0.5,0.5,0,0,1,0,1,1,0,1,0.5,0.5,b
1,0.160325,0,0,1,1,0.816585,0.517575,0,0,0,1,1,0.943415,0,0,1,0.9192,1,1,0,0,0,0.40572,1,1,0,0,0,0,1,1,0.668055,b
1,0.922785,0.4571,0.341275,0.097235,0.455195,0.217825,0.90324,0.52288,0.94757,0.496185,0.40753,0.81983,0.399905,0.159675,0.928505,0.44328,0.889895,0.421355,0.465205,0.75405,0.32936,0.90467,0.89466,0.48141,0.85441,0.37356,0.88942,0.429455,0.39323,0.10915,0.40753,0.200665,b
1,0,0,0.24653,1,1,0,1,0.769095,0.5,0.5,0.61979,0,1,1,0.5,0.5,1,1,1,1,0.5,0.5,0.14236,1,0.666665,0,1,0,0.84896,0,0.737845,1,b
1,0.863635,0.475,0.946205,0.51731,1,0.863635,0.83182,0.470455,0.74091,0.41591,0.909045,0.547795,0.78409,1,0.752275,0.60909,0.83409,0.55,1,0.35,0.99318,0,0.786365,0.663635,0.78491,0.573365,0.711365,0.54091,0.744635,0.573215,1,1,b
1,0.511685,0.49704,0.45038,0.440255,0.496185,0.44088,0.57353,0.533185,0.51893,0.46849,0.5,0.5,0.47714,0.4223,0.498285,0.44902,0.442125,0.47293,0.50919,0.518345,0.507595,0.50444,0.517565,0.492325,0.4838,0.546115,0.460705,0.50366,0.5,0.5,0.499805,0.560055,b
1,0,0.201615,0.5,0.5,0,0.82258,0.064515,1,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0,0,0.5,0.5,0.649195,0.616935,1,0.758065,0.5,0.5,0.5,0.5,0.5,0.5,b
1,0.69643,0.761905,0.10588,0.55671,0.41686,0.11811,0.833335,0.50595,0.910715,0.70238,0.16385,0.653645,0.326015,0.18166,0.732145,0.57738,0.77381,0.52976,0.24085,0.724805,0.261745,0.26203,0.660715,0.85119,0.759855,0.69424,0.785715,0.69643,0.225545,0.350425,0.627205,0.220815,b
1,1,0,0.5,0.5,0.889705,0.003675,0.90441,0.775735,0.29044,0.025735,0.5,0.5,0.5,0.5,0.860295,0.11397,0.867645,0.19853,0.5,0.5,0.59191,0,0,0,0,0,1,0,1,0,0.5,0.5,b
1,1,0.066495,1,0.6114,0.92746,0.30052,1,0.43955,1,0.675735,1,0.53886,1,0.426165,1,0,1,0,0.809155,0.579015,1,0.811745,1,0.41494,1,0.67962,1,0.16753,1,0.94214,1,0.40587,b
1,1,0.7891,1,0,1,0,1,0,1,0,1,0,1,0,1,0,1,0,1,0.18602,1,0,1,0,1,0,1,0,1,0,1,0,b
1,0.49068,0.457705,0.5,0.5,0.5,0.5,0.55735,0.36595,0.271685,0.30914,0.5,0.5,0.33172,0.69301,0.314335,0.57509,0.81864,0.610575,0.5,0.5,0.5,0.5,0.425985,0.49337,0.603225,0.48853,0.5,0.5,0.582975,0.62043,0.45896,0.690325,b
1,0.366665,0.7,0.363485,0.560795,0.41111,0.47778,0.53096,0.465605,0.522305,0.512875,0.495575,0.51363,0.49207,0.49917,0.499535,0.495585,0.50235,0.499235,0.50069,0.50119,0.49943,0.50051,0.499655,0.49975,0.500095,0.499785,0.50013,0.500025,0.5,0.500075,0.49996,0.50001,b
1,0.5,0.5,0,0,0,1,0.5,0.5,0,1,1,1,1,0,0.5,0.5,0.5,0.5,0,0,0,1,1,0.71875,1,0,0.5,0.5,0,0,0,1,b
1,1,0.405855,0.965175,0.31922,0.44566,0.032015,1,0.477255,0.75437,0.161285,0.67216,0.151465,0.241575,0.012425,0.527495,0.188815,0.665545,0,0.434245,0.2735,0.40972,0.32133,0.39834,0.367155,0.39766,0.407995,0.4048,0.442035,0.41687,0.46856,0.43131,0.487765,b
1,0.843645,1,0.959865,0.119565,0.908865,0.52174,0.880435,0.55351,0.933945,0.86873,0.850335,0.591135,0.8796,0.56856,0.96739,0.37458,0.85368,0.593645,0.824415,0.62291,0.801005,0.887125,1,0.23077,0.94631,0.61108,0.85535,0.76923,1,0.46739,0.78261,0.619565,b
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1,0.692605,0.57782,0.706225,0.536965,0.632295,0.620625,0.61673,0.56615,0.597275,0.62646,0.62257,0.684825,0.544745,0.614785,0.480545,0.684825,0.52529,0.624515,0.624515,0.54864,0.53891,0.649805,0.48753,0.64241,0.46988,0.63128,0.42607,0.57393,0.453305,0.65564,0.40467,0.64397,b
1,0.830805,0,1,1,1,0.163395,0.904465,0.29777,1,0,1,0.053125,1,0.866965,0.587945,0.85491,1,0.89018,1,0.92634,1,0,1,0.926785,1,0.457145,0.97991,0.31875,1,0.82634,1,0.67366,b
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1,0.956765,0.90793,0.135135,1,0.30267,0.778675,0.527025,0.64865,0.407005,0.448795,0.48421,0.45515,0.507005,0.482985,0.50554,0.497315,0.50171,0.500485,0.50024,0.500375,0.499985,0.500095,0.499985,0.50001,0.499995,0.5,0.5,0.5,0.5,0.5,0.5,0.5,b
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