ionosphere_test.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_test
@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
1,0.5,0.5,1,0.75862,0.5,0.5,0.554955,0,0.5,0.5,0.5,0.5,0,0.38793,0.221445,0.083515,0.8847,0.815735,0.5,0.5,0.76724,0.67834,0.04849,0.72414,1,0,0,0.907865,0.5,0.5,0.5,0.5,b
0,1,1,0.5,0.5,0.5,0.5,0,0,0.5,0.5,0.5,0.5,0,0,0,0,0,1,0,1,0.5,0.5,0.5,0.5,1,0,0,1,0,1,0,1,b
1,0.550675,0.554055,0.5,0.5,0.5,0.5,0.77365,0.91216,0.655405,1,0.5,0.5,0.5,0.5,0.68581,0,0.66554,0,0.5,0.5,0.5,0.5,0.28716,0,1,0,0.777025,0.381755,0.5,0.5,0.5,0.5,b
1,0,0,0.5,0.5,0.75407,0.10749,0.80293,0.664495,0,0.29316,0.5,0.5,0.5,0.5,1,0.36645,0.68241,0.18241,0.98534,0,0,0,1,0.201955,0,0,0,0,1,0,0.5,0.5,b
1,1,0.472355,1,0,0.75,0.444445,0.680555,0.38889,1,0.37144,0.583335,0.444445,1,0.3267,1,0.305735,1,0.28569,0.5,0.375,1,0.248335,1,0.36111,1,0.21454,1,0.36111,1,0.18422,1,0.170325,b
0,0.5,0.5,0.5,0.5,0.5,0.5,1,1,1,1,0.5,0.5,0.5,0.5,0.3125,0,0,0,0.5,0.5,0.5,0.5,0,0,0,0,0,1,1,0.5,0.5,0.5,b
0,0,0,1,1,1,0,0,1,1,0,0,0,0.5,0.5,1,1,0,0,1,0,1,0,1,1,1,0,1,0,0,1,1,0,b
1,0.58594,0,0,1,0.5,0.5,0.5,0.5,0,1,0.5,0.5,0.19323,0.16146,0.902605,0.68073,0.759895,0.571875,0.5,0.5,0,0.364585,0.07604,0.98125,1,1,0,0.83854,0.5,0.5,0.5,0.5,b
0,1,0,1,1,0,0,1,0,0.5,0.5,0.5,0.5,0,1,1,0,1,0,0.125,1,1,0,1,0,1,0,0,0,0.5,0.5,1,0,b
0,0,0,0.5,0.5,0,1,1,0.3125,0.5,0.5,0.5,0.5,0.5,0.5,1,0,0,0,1,0,0.5,0.5,1,0,0,1,0,0,0.5,0.5,0,1,b
1,0.5,0.5,1,0,0.5,0.5,0.5,0.5,1,1,1,0.37329,1,0.61644,1,0,0.5,0.5,0.5,0.5,1,1,0.5,0.5,1,0,0.5,0.5,1,0,0.5,0.5,b
1,0.496795,0.25,0.5,0.5,0.490385,1,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.65705,0.964745,0.32372,0.871795,0.326925,0.096155,0.5,0.5,0.19231,0.24359,0.5,0.5,0.5,0.5,0.5,0.5,b
1,0.52933,0.49581,0.53352,0.50419,0.5,0.494415,0.502795,0.480445,0.50838,0.46229,0.497205,0.526535,0.532125,0.48324,0.5,0.547485,0.467875,0.53771,0.476255,0.51257,0.513965,0.497205,0.50419,0.502795,0.551675,0.49581,0.515365,0.498605,0.522345,0.5,0.523745,0.48324,b
1,0.972655,0.48242,0,0.333985,0,0.492185,0.98633,0.50586,0.966795,0.490235,0,0.58203,0,0.498045,0.976565,0.48242,0.96094,0.48633,0.003905,0.558595,0.033205,0.67383,0.978515,0.498045,0.910205,0.56879,0.95117,0.466795,0,0.40625,0,0.328125,b
0,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,1,1,1,1,1,0,0.5,0.5,1,1,1,0,1,1,1,0.5,1,1,1,0,0.5,0.5,b
1,0.926355,0.52713,1,0.540345,1,1,0.957365,0.496125,0.918605,0.51938,1,0.635765,1,1,0.906975,0.523255,0.95349,0.55814,1,0.75335,1,0,0.9031,0.51938,1,0.858065,0.92248,0.534885,1,0.936585,1,1,b
1,0.810605,0.18182,0.5,0.5,0.5,0.5,0.67235,0.64394,0.714015,0.69697,0.46212,0.75947,0.68182,0.657195,0.23106,0.664775,0.560605,0.426135,0.50947,0.232955,0.21212,0.589015,0.645835,0.363635,0.62879,0.21212,0.71591,0.62121,0.59091,0.488635,0.585225,0.291665,b
0,0.5,0.5,1,1,0.5,0.5,1,1,0.5,0.5,1,0,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,1,0,0.5,0.5,0,1,0.5,0.5,b
1,0,0.640525,0.61111,0.575165,0.121535,0.14508,0.346405,0.85621,0,1,0.091505,0.669935,0.104575,0.48693,0.009805,0.084965,0.199345,0.22876,0.477125,0.084965,0.97059,0.02941,0,0.284315,0.871925,0.54588,0,0.526145,0.591505,0.51307,0.298995,0.258795,b
1,0,1,0,0.57622,0.64177,1,0,1,0,0,1,1,0,0.38262,0.641505,0,1,1,0.34299,0,0,0,1,0,0,0.48211,1,0,0,0.338415,0.574695,1,b
0,1,0,1,1,1,0,1,1,1,0,1,0,1,0,1,1,1,1,1,1,1,0,1,1,1,1,1,1,1,1,1,0,b
1,0.5,0.5,0.994595,0.386485,0.594595,0.472975,0.5,0.5,0.966215,0.536485,1,0.4,1,0.535135,1,0.443245,0.5,0.5,1,0.394595,1,0.29189,0.5,0.5,1,0.41216,0.5,0.5,1,0.37027,0.644595,0.42162,b
1,1,1,0,1,0,0.08772,0.673245,0.605265,0.730265,0.53509,0.614035,0.52851,0.67544,0.673245,0.864035,0.480265,0.614035,0.76535,0.5,0.5,0.350875,0.41886,1,0.166665,1,0,1,0.377195,0.67544,0.600875,0.914475,0.539475,b
1,0.86905,0.916665,0.11905,0.38095,0.666665,0.42857,0.72619,0.42857,0.163575,0.56404,0.666665,0.5,0.642855,0.464285,0.30893,0.755815,0.61905,0.511905,0.72619,0.52381,0.583335,0.36905,0.213725,0.44883,0.624445,0.244605,1,0.5,0.166665,0.47619,0.63095,0.511905,b
1,0.5,0.5,0.5,0.5,0.5,0.5,0,1,0.5,0.5,1,0.686665,0.44,0.44,0.5,0.5,0,0,0.5,0.5,1,0,0.5,0.5,1,0.613335,0.5,0.5,0.5,0.5,0.5,0.5,b
1,1,0,1,1,1,1,1,0.25,1,1,1,1,1,1,0.5,0.5,1,1,1,1,1,0,1,1,1,0.8125,1,0.125,0.125,1,1,1,b
1,0.2291,0.574305,0.33127,0.866875,0.76006,0.43034,0.659445,0.465945,0.603715,0.42415,0.73684,0.54489,0.781735,0.4226,0.582045,0.726005,0.66873,0.51703,0.75232,0.535605,0.181115,0.19195,1,0.828175,0.70674,0.29942,0.42415,0.55573,0.511995,0.7791,0.76316,0.45511,b
1,1,0,1,1,1,0,1,0,1,0,1,0.4908,1,0,1,1,1,0.072085,1,1,1,0,0.5,0.5,1,1,1,0.104295,1,1,1,1,b
1,0.84099,0.41343,0.91166,0.60954,0.733215,0.66431,0.628975,0.79152,1,0.42403,0.5053,0.722615,0.5053,0.694345,0.593405,0.70584,0.552835,0.681765,0.521625,0.653725,0.499585,0.62468,0.48569,0.597025,0.47843,0.572405,0.476105,0.551745,0.477075,0.53532,0.479935,0.52293,b
1,0.5,0.5,1,0.564445,0.94222,0.49,0.5,0.5,1,0.28778,1,0.59778,1,0.473335,1,0.09222,0.5,0.5,1,0.48,1,0.406665,0.5,0.5,1,0,0.5,0.5,1,0.55889,0.953335,0.45222,b
0,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,1,0,0.5,0.5,0.5,0.5,0.5,0.5,b
1,0.17857,0,1,0.914285,1,0,1,0.383035,1,0.980805,1,0.311605,1,0,1,0.569195,1,0,1,0.483035,0.07857,1,0.76875,0.92857,1,1,1,0,1,0,1,0,b
1,0.642045,0.34091,0.5,0.5,0.84091,0,0.65341,0.979165,0.82197,0.532195,0.67424,0.07576,0.5,0.5,0.795455,0.320075,0.72538,0.09659,0.5,0.5,0.5,0.5,0.62121,0.589015,1,0.38068,0.530305,0.257575,0.58144,0.14962,0.5,0.5,b
1,1,0.42623,1,0.52459,0.786885,0.491805,0.82787,0.508195,0.92623,0.483605,0.860655,0.5,0.84426,0.418035,0.59836,0.42623,0.82779,0.41412,0.836065,0.516395,1,0.35246,0.65574,0.32787,0.761925,0.398375,0.663935,0.483605,0.639345,0.27869,0.7459,0.467215,b
1,0.813725,0.460785,0.862745,0.5,0.80392,0.460785,0.813725,0.441175,0.843135,0.441175,0.833335,0.431375,0.82353,0.45098,0.77451,0.441175,0.77451,0.392155,0.79412,0.40196,0.833335,0.382355,0.72549,0.37255,0.762045,0.37666,0.784315,0.343135,0.715685,0.392155,0.735295,0.362745,b