satimage_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。

0.807018,0.747573,0.545455,0.419048,0.736842,0.734043,0.472222,0.392157,0.745455,0.752809,0.506329,0.343434,0.916667,0.867347,0.75641,0.504673,0.910714,0.77551,0.662791,0.477064,0.754386,0.731183,0.641975,0.420561,1,0.946237,0.840909,0.561983,0.929825,0.849462,0.727273,0.565217,0.857143,0.744681,0.54878,0.401869,3
0.842105,0.76699,0.688312,0.438095,0.77193,0.755319,0.680556,0.411765,0.709091,0.674157,0.696203,0.434343,0.783333,0.77551,0.679487,0.411215,0.839286,0.77551,0.639535,0.431193,0.77193,0.774194,0.679012,0.476636,0.844828,0.860215,0.670455,0.446281,0.77193,0.774194,0.670455,0.469565,0.839286,0.808511,0.646341,0.46729,3
0.736842,0.708738,0.597403,0.380952,0.736842,0.734043,0.583333,0.362745,0.745455,0.752809,0.506329,0.373737,0.7,0.734694,0.525641,0.327103,0.75,0.734694,0.604651,0.376147,0.754386,0.731183,0.592593,0.420561,0.862069,0.849462,0.727273,0.479339,0.859649,0.849462,0.625,0.504348,0.785714,0.797872,0.658537,0.429907,3
0.807018,0.747573,0.597403,0.457143,0.807018,0.819149,0.583333,0.431373,0.745455,0.797753,0.506329,0.414141,0.766667,0.77551,0.641026,0.392523,0.75,0.77551,0.604651,0.440367,0.754386,0.817204,0.703704,0.457944,0.862069,0.849462,0.727273,0.504132,0.789474,0.806452,0.681818,0.504348,0.785714,0.840426,0.707317,0.46729,3
0.912281,0.76699,0.636364,0.438095,0.912281,0.893617,0.680556,0.45098,0.854545,0.865169,0.582278,0.393939,0.783333,0.816327,0.679487,0.411215,0.910714,0.816327,0.697674,0.458716,0.842105,0.817204,0.740741,0.476636,0.844828,0.860215,0.670455,0.479339,0.842105,0.860215,0.613636,0.469565,0.839286,0.851064,0.646341,0.46729,3
0.666667,0.553398,0.350649,0.266667,0.666667,0.648936,0.375,0.27451,0.672727,0.662921,0.367089,0.292929,0.583333,0.632653,0.333333,0.224299,0.696429,0.591837,0.383721,0.275229,0.631579,0.623656,0.45679,0.317757,0.637931,0.645161,0.465909,0.338843,0.631579,0.645161,0.420455,0.356522,0.625,0.638298,0.426829,0.242991,4
0.684211,0.660194,0.506494,0.4,0.684211,0.723404,0.486111,0.372549,0.690909,0.696629,0.518987,0.313131,0.683333,0.663265,0.525641,0.299065,0.660714,0.663265,0.511628,0.348624,0.736842,0.698925,0.54321,0.429907,0.775862,0.806452,0.590909,0.413223,0.77193,0.806452,0.590909,0.469565,0.767857,0.755319,0.609756,0.429907,4
0.877193,0.747573,0.597403,0.419048,0.807018,0.87234,0.583333,0.392157,0.818182,0.842697,0.658228,0.414141,0.85,0.826531,0.641026,0.46729,0.910714,0.826531,0.662791,0.477064,0.754386,0.870968,0.753086,0.485981,0.931034,1,0.784091,0.561983,0.859649,0.946237,0.727273,0.504348,0.785714,0.893617,0.707317,0.46729,4
0.421053,0.446602,0.311688,0.295238,0.491228,0.574468,0.388889,0.264706,0.563636,0.730337,0.329114,0.282828,0.45,0.571429,0.346154,0.242991,0.625,0.653061,0.546512,0.394495,0.631579,0.774194,0.62963,0.439252,0.482759,0.483871,0.306818,0.272727,0.614035,0.645161,0.522727,0.434783,0.678571,0.765957,0.536585,0.392523,4
0.473684,0.378641,0.077922,0.180952,0.54386,0.489362,0.180556,0.186275,0.545455,0.539326,0.240506,0.20202,0.433333,0.530612,0.282051,0.168224,0.517857,0.489796,0.290698,0.183486,0.473684,0.516129,0.358025,0.327103,0.568966,0.623656,0.409091,0.355372,0.561404,0.537634,0.363636,0.33913,0.482143,0.489362,0.268293,0.224299,4
0.526316,0.553398,0.350649,0.333333,0.596491,0.648936,0.375,0.313725,0.6,0.617978,0.367089,0.292929,0.516667,0.591837,0.333333,0.224299,0.553571,0.632653,0.430233,0.348624,0.631579,0.623656,0.506173,0.392523,0.637931,0.688172,0.522727,0.371901,0.631579,0.688172,0.465909,0.356522,0.625,0.595745,0.378049,0.308411,4
0.807018,0.747573,0.545455,0.380952,0.807018,0.776596,0.638889,0.431373,0.818182,0.842697,0.607595,0.454545,0.766667,0.77551,0.576923,0.364486,0.821429,0.77551,0.604651,0.412844,0.754386,0.817204,0.753086,0.485981,0.862069,0.849462,0.625,0.479339,0.789474,0.849462,0.727273,0.504348,0.785714,0.893617,0.707317,0.495327,4
0.701754,0.699029,0.493506,0.314286,0.701754,0.723404,0.527778,0.323529,0.781818,0.741573,0.506329,0.30303,0.716667,0.653061,0.512821,0.28972,0.767857,0.693878,0.546512,0.376147,0.684211,0.731183,0.580247,0.383178,0.741379,0.741935,0.522727,0.404959,0.736842,0.688172,0.568182,0.391304,0.589286,0.553191,0.487805,0.411215,4
0.561404,0.524272,0.311688,0.295238,0.561404,0.617021,0.333333,0.303922,0.563636,0.539326,0.278481,0.242424,0.583333,0.653061,0.512821,0.345794,0.625,0.653061,0.5,0.394495,0.631579,0.602151,0.419753,0.308411,0.62069,0.817204,0.670455,0.479339,0.614035,0.731183,0.613636,0.469565,0.607143,0.638298,0.45122,0.35514,4
0.77193,0.737864,0.61039,0.361905,0.842105,0.851064,0.652778,0.411765,0.854545,0.876404,0.620253,0.434343,0.75,0.744898,0.615385,0.383178,0.803571,0.785714,0.639535,0.46789,0.807018,0.88172,0.728395,0.514019,0.827586,0.817204,0.625,0.446281,0.754386,0.817204,0.727273,0.495652,0.821429,0.904255,0.768293,0.495327,4
0.45614,0.427184,0.337662,0.314286,0.280702,0.276596,0.25,0.245098,0.327273,0.269663,0.164557,0.191919,0.5,0.367347,0.333333,0.28972,0.321429,0.27551,0.337209,0.33945,0.333333,0.290323,0.320988,0.35514,0.482759,0.430108,0.488636,0.421488,0.350877,0.354839,0.397727,0.443478,0.339286,0.308511,0.353659,0.401869,5
0.403509,0.291262,0.311688,0.295238,0.333333,0.319149,0.277778,0.264706,0.327273,0.348315,0.278481,0.242424,0.266667,0.295918,0.282051,0.271028,0.285714,0.265306,0.372093,0.348624,0.298246,0.311828,0.358025,0.28972,0.362069,0.344086,0.409091,0.355372,0.298246,0.268817,0.454545,0.408696,0.285714,0.265957,0.268293,0.327103,5
0.666667,0.592233,0.350649,0.266667,0.350877,0.382979,0.069444,0,0.163636,0.191011,0.037975,0,0.583333,0.591837,0.384615,0.158879,0.285714,0.326531,0.127907,0.009174,0.22807,0.236559,0.222222,0.11215,0.551724,0.602151,0.420455,0.247934,0.280702,0.322581,0.147727,0.104348,0.214286,0.255319,0.134146,0.140187,5
0.333333,0.252427,0.285714,0.238095,0.280702,0.234043,0.097222,0.176471,0.2,0.224719,0.202532,0.151515,0.25,0.244898,0.192308,0.224299,0.196429,0.244898,0.302326,0.275229,0.280702,0.225806,0.234568,0.242991,0.241379,0.27957,0.272727,0.297521,0.22807,0.27957,0.272727,0.347826,0.285714,0.276596,0.268293,0.261682,5
0.473684,0.427184,0.207792,0.2,0.473684,0.510638,0.222222,0.235294,0.472727,0.47191,0.278481,0.252525,0.316667,0.357143,0.282051,0.196262,0.339286,0.357143,0.290698,0.275229,0.350877,0.344086,0.45679,0.420561,0.362069,0.290323,0.284091,0.280992,0.350877,0.322581,0.329545,0.330435,0.339286,0.393617,0.378049,0.383178,5
0.45614,0.504854,0.233766,0.209524,0.45614,0.553191,0.25,0.215686,0.454545,0.516854,0.303797,0.191919,0.433333,0.510204,0.282051,0.186916,0.392857,0.438776,0.337209,0.275229,0.403509,0.419355,0.493827,0.420561,0.413793,0.473118,0.363636,0.297521,0.350877,0.354839,0.397727,0.408696,0.339286,0.351064,0.45122,0.429907,5
0.175439,0.242718,0.25974,0.4,0.175439,0.265957,0.222222,0.411765,0.163636,0.258427,0.278481,0.353535,0.25,0.418367,0.397436,0.345794,0.267857,0.377551,0.44186,0.394495,0.22807,0.397849,0.37037,0.411215,0.344828,0.483871,0.522727,0.446281,0.333333,0.516129,0.522727,0.4,0.321429,0.510638,0.402439,0.35514,5
0.526316,0.427184,0.155844,0.161905,0.403509,0.425532,0.166667,0.166667,0.345455,0.426966,0.088608,0.111111,0.516667,0.55102,0.435897,0.196262,0.410714,0.428571,0.209302,0.174312,0.298246,0.301075,0.08642,0.11215,0.551724,0.55914,0.375,0.31405,0.491228,0.516129,0.329545,0.295652,0.410714,0.393617,0.182927,0.17757,5
0.403509,0.427184,0.506494,0.466667,0.473684,0.510638,0.597222,0.480392,0.6,0.662921,0.56962,0.393939,0.316667,0.397959,0.589744,0.46729,0.410714,0.469388,0.569767,0.513761,0.631579,0.666667,0.654321,0.495327,0.431034,0.473118,0.659091,0.553719,0.491228,0.516129,0.659091,0.582609,0.535714,0.638298,0.634146,0.476636,5
0.333333,0.23301,0.038961,0.038095,0.333333,0.287234,0,0.039216,0.327273,0.314607,0.063291,0.050505,0.266667,0.336735,0.179487,0.130841,0.285714,0.265306,0.162791,0.119266,0.298246,0.311828,0.209877,0.130841,0.310345,0.301075,0.318182,0.297521,0.298246,0.301075,0.193182,0.217391,0.214286,0.234043,0.097561,0.121495,5
0.298246,0.320388,0.155844,0.161905,0.298246,0.276596,0.069444,0.098039,0.290909,0.303371,0.126582,0.040404,0.266667,0.285714,0.230769,0.196262,0.285714,0.285714,0.162791,0.146789,0.22807,0.236559,0.135802,0.149533,0.293103,0.290323,0.329545,0.280992,0.280702,0.290323,0.329545,0.295652,0.267857,0.255319,0.134146,0.140187,5
0.421053,0.398058,0.545455,0.447619,0.421053,0.393617,0.638889,0.5,0.345455,0.359551,0.607595,0.555556,0.3,0.377551,0.512821,0.448598,0.321429,0.316327,0.593023,0.568807,0.333333,0.333333,0.62963,0.616822,0.344828,0.430108,0.431818,0.371901,0.403509,0.473118,0.477273,0.452174,0.321429,0.351064,0.487805,0.514019,5
0.421053,0.359223,0.272727,0.314286,0.350877,0.361702,0.236111,0.284314,0.345455,0.359551,0.291139,0.30303,0.5,0.489796,0.423077,0.327103,0.178571,0.244898,0.325581,0.376147,0.192982,0.290323,0.345679,0.383178,0.741379,0.688172,0.659091,0.46281,0.403509,0.387097,0.431818,0.426087,0.196429,0.276596,0.243902,0.345794,5
0.263158,0.262136,0.155844,0.161905,0.263158,0.287234,0.111111,0.166667,0.181818,0.280899,0.126582,0.181818,0.183333,0.265306,0.115385,0.140187,0.267857,0.265306,0.267442,0.192661,0.210526,0.27957,0.246914,0.271028,0.344828,0.322581,0.363636,0.322314,0.333333,0.354839,0.409091,0.4,0.321429,0.351064,0.45122,0.392523,5
0.45614,0.621359,0.649351,0.457143,0.526316,0.734043,0.694444,0.5,0.527273,0.752809,0.721519,0.484848,0.25,0.469388,0.474359,0.327103,0.392857,0.622449,0.604651,0.412844,0.473684,0.612903,0.641975,0.560748,0.137931,0.107527,0.727273,0.768595,0.175439,0.387097,0.534091,0.530435,0.392857,0.606383,0.5,0.401869,5
0.403509,0.330097,0.246753,0.2,0.333333,0.329787,0.208333,0.254902,0.327273,0.325843,0.21519,0.232323,0.3,0.295918,0.25641,0.242991,0.321429,0.336735,0.313953,0.229358,0.45614,0.387097,0.283951,0.299065,0.413793,0.322581,0.409091,0.355372,0.333333,0.322581,0.363636,0.33913,0.321429,0.351064,0.317073,0.28972,5
0.333333,0.378641,0.454545,0.428571,0.333333,0.382979,0.388889,0.411765,0.327273,0.382022,0.329114,0.393939,0.266667,0.44898,0.474359,0.336449,0.339286,0.44898,0.465116,0.385321,0.298246,0.430108,0.493827,0.457944,0.362069,0.623656,0.5,0.413223,0.350877,0.580645,0.454545,0.469565,0.339286,0.489362,0.414634,0.429907,5
0.22807,0.23301,0.064935,0.104762,0.22807,0.287234,0.125,0.107843,0.218182,0.247191,0.189873,0.191919,0.3,0.214286,0.179487,0.093458,0.25,0.214286,0.197674,0.146789,0.263158,0.258065,0.296296,0.308411,0.344828,0.27957,0.386364,0.305785,0.280702,0.236559,0.215909,0.26087,0.196429,0.234043,0.243902,0.205607,5
0.280702,0.291262,0.272727,0.27619,0.280702,0.287234,0.347222,0.362745,0.272727,0.314607,0.341772,0.262626,0.233333,0.27551,0.320513,0.252336,0.25,0.27551,0.372093,0.302752,0.263158,0.290323,0.395062,0.345794,0.344828,0.354839,0.340909,0.338843,0.280702,0.354839,0.386364,0.391304,0.267857,0.308511,0.390244,0.345794,5
0.333333,0.320388,0.12987,0.152381,0.403509,0.414894,0.236111,0.22549,0.4,0.41573,0.151899,0.161616,0.266667,0.295918,0.128205,0.065421,0.285714,0.295918,0.244186,0.183486,0.298246,0.354839,0.259259,0.224299,0.310345,0.301075,0.193182,0.173554,0.298246,0.301075,0.238636,0.217391,0.285714,0.297872,0.219512,0.261682,5
0.473684,0.398058,0.350649,0.361905,0.473684,0.43617,0.375,0.333333,0.472727,0.483146,0.316456,0.272727,0.483333,0.408163,0.358974,0.317757,0.446429,0.44898,0.406977,0.366972,0.45614,0.473118,0.481481,0.373832,0.551724,0.537634,0.488636,0.413223,0.54386,0.494624,0.488636,0.434783,0.464286,0.489362,0.414634,0.35514,5
0.350877,0.271845,0.25974,0.333333,0.298246,0.297872,0.222222,0.303922,0.290909,0.292135,0.177215,0.171717,0.383333,0.418367,0.294872,0.280374,0.339286,0.346939,0.255814,0.293578,0.350877,0.322581,0.271605,0.308411,0.62069,0.55914,0.443182,0.380165,0.333333,0.397849,0.306818,0.365217,0.25,0.393617,0.304878,0.280374,5
0.350877,0.349515,0.25974,0.266667,0.350877,0.308511,0.222222,0.27451,0.345455,0.348315,0.417722,0.363636,0.316667,0.397959,0.487179,0.364486,0.410714,0.428571,0.523256,0.449541,0.561404,0.580645,0.604938,0.495327,0.551724,0.645161,0.568182,0.429752,0.701754,0.774194,0.659091,0.513043,0.767857,0.851064,0.756098,0.551402,5
0.631579,0.601942,0.467532,0.361905,0.491228,0.489362,0.388889,0.372549,0.418182,0.41573,0.379747,0.353535,0.65,0.693878,0.512821,0.345794,0.625,0.571429,0.5,0.394495,0.491228,0.516129,0.37037,0.439252,0.62069,0.645161,0.522727,0.380165,0.684211,0.688172,0.522727,0.434783,0.678571,0.680851,0.487805,0.35514,5
0.192982,0.262136,0.246753,0.32381,0.192982,0.223404,0.263889,0.372549,0.127273,0.146067,0.177215,0.313131,0.183333,0.265306,0.205128,0.280374,0.267857,0.265306,0.313953,0.330275,0.157895,0.236559,0.283951,0.373832,0.344828,0.354839,0.25,0.355372,0.333333,0.387097,0.329545,0.373913,0.321429,0.351064,0.231707,0.28972,5
0.280702,0.291262,0.272727,0.27619,0.280702,0.393617,0.291667,0.254902,0.418182,0.516854,0.291139,0.191919,0.233333,0.27551,0.320513,0.252336,0.25,0.244898,0.325581,0.302752,0.333333,0.365591,0.345679,0.308411,0.293103,0.27957,0.386364,0.404959,0.210526,0.236559,0.431818,0.426087,0.267857,0.308511,0.390244,0.345794,5
0.263158,0.262136,0.298701,0.285714,0.263158,0.287234,0.319444,0.294118,0.254545,0.280899,0.316456,0.272727,0.3,0.336735,0.25641,0.242991,0.267857,0.336735,0.360465,0.330275,0.280702,0.311828,0.432099,0.373832,0.293103,0.290323,0.363636,0.355372,0.280702,0.258065,0.329545,0.4,0.142857,0.287234,0.365854,0.35514,5
0.22807,0.242718,0.207792,0.152381,0.298246,0.265957,0.125,0.196078,0.290909,0.337079,0.227848,0.171717,0.083333,0.153061,0.461538,0.317757,0.214286,0.214286,0.209302,0.192661,0.280702,0.258065,0.222222,0.233645,0.086207,0.053763,0.715909,0.719008,0.192982,0.193548,0.397727,0.365217,0.178571,0.191489,0.219512,0.233645,5
0.280702,0.291262,0.12987,0.152381,0.280702,0.319149,0.138889,0.156863,0.272727,0.314607,0.189873,0.131313,0.316667,0.367347,0.230769,0.168224,0.339286,0.44898,0.372093,0.284404,0.350877,0.387097,0.358025,0.327103,0.362069,0.419355,0.272727,0.264463,0.350877,0.451613,0.409091,0.408696,0.339286,0.414894,0.512195,0.429907,5
0.263158,0.23301,0.194805,0.247619,0.263158,0.287234,0.263889,0.294118,0.181818,0.325843,0.265823,0.313131,0.183333,0.295918,0.166667,0.205607,0.267857,0.295918,0.360465,0.366972,0.280702,0.387097,0.432099,0.411215,0.413793,0.462366,0.534091,0.446281,0.473684,0.537634,0.534091,0.469565,0.607143,0.680851,0.597561,0.457944,5
0.45614,0.543689,0.337662,0.238095,0.596491,0.638298,0.416667,0.323529,0.745455,0.696629,0.455696,0.343434,0.566667,0.55102,0.282051,0.186916,0.607143,0.581633,0.383721,0.238532,0.614035,0.688172,0.45679,0.35514,0.482759,0.516129,0.363636,0.272727,0.526316,0.55914,0.397727,0.313043,0.589286,0.553191,0.402439,0.299065,7
0.491228,0.504854,0.272727,0.171429,0.491228,0.510638,0.236111,0.176471,0.636364,0.651685,0.392405,0.343434,0.5,0.530612,0.269231,0.214953,0.464286,0.459184,0.325581,0.220183,0.54386,0.602151,0.444444,0.308411,0.672414,0.688172,0.477273,0.404959,0.736842,0.784946,0.659091,0.486957,0.803571,0.819149,0.634146,0.485981,7
0.421053,0.427184,0.220779,0.171429,0.491228,0.468085,0.125,0.176471,0.418182,0.438202,0.139241,0.151515,0.433333,0.459184,0.179487,0.168224,0.535714,0.489796,0.27907,0.266055,0.54386,0.516129,0.259259,0.261682,0.465517,0.473118,0.261364,0.247934,0.403509,0.430108,0.181818,0.226087,0.392857,0.510638,0.292683,0.242991,7
0.45614,0.504854,0.233766,0.171429,0.45614,0.510638,0.25,0.176471,0.454545,0.516854,0.253165,0.151515,0.366667,0.510204,0.24359,0.149533,0.464286,0.469388,0.255814,0.201835,0.473684,0.494624,0.320988,0.214953,0.482759,0.473118,0.318182,0.239669,0.473684,0.473118,0.363636,0.286957,0.392857,0.510638,0.317073,0.233645,7