sonar_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。

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0.084808,0,0.023982,0.094627,0.116155,0.181672,0.242965,0.195369,0.242263,0.19591,0.176237,0.126612,0.101627,0.099309,0.116963,0.100041,0.185266,0.255896,0.330949,0.510916,0.649347,0.793375,0.922963,0.900318,0.917213,1,0.981196,0.906546,0.815747,0.676361,0.590518,0.566502,0.489867,0.548702,0.542907,0.528024,0.489285,0.354268,0.153911,0.177887,0.15275,0.075458,0.078753,0.048312,0.075775,0.038124,0.032416,0.034142,0.03685,0.140606,0.091633,0.099857,0.093506,0.008772,0.011338,0.105128,0.102273,0.043478,0.060606,0.023095,Rock
0.248525,0.04715,0.057819,0.097718,0.169921,0.291051,0.446429,0.327674,0.205983,0.400257,0.289097,0.29323,0.329063,0.132721,0.347076,0.320171,0.202052,0.189922,0.210288,0.371575,0.278879,0.610572,0.560665,0.323328,0.237807,0.515255,0.805127,0.685159,0.694095,0.857249,0.593787,0.36621,0.658721,0.899311,0.778766,0.753226,0.594577,0.450244,0.092874,0.650327,0.806254,0.722955,0.443683,0.232285,0.338072,0.469556,0.417059,0.206349,0.109036,0.568485,0.424303,0.482168,0.397403,0.421053,0.23356,0.112821,0.261364,0.02746,0.198347,0.140878,Rock
0.108407,0.105872,0.081143,0.077984,0.146589,0.099436,0.276786,0.293936,0.077447,0.174603,0.37998,0.662075,0.790701,0.558626,0.640987,0.745471,0.89628,1,0.967389,0.896404,0.756008,0.693078,0.644379,0.586518,0.355635,0,0,0.06093,0.090909,0.11729,0.303215,0.472703,0.363541,0.512772,0.471515,0.345867,0.215176,0.37912,0.348408,0.151743,0.044586,0.163492,0.200698,0.04857,0.090418,0.060752,0.047809,0.066786,0.094397,0.093333,0.136454,0.089872,0.2,0.649123,0.435374,0.179487,0.090909,0.221968,0.129477,0.030023,Mine
0.292035,0.116159,0.193495,0.111032,0.107025,0.076055,0.156385,0.234179,0.172072,0.312741,0.153268,0.161049,0.281129,0.129215,0.074631,0.105231,0.057403,0.032623,0.165895,0.248181,0.244941,0.320417,0.32415,0.303555,0.329098,0.290891,0.358336,0.652326,0.92431,1,0.876948,0.661986,0.501208,0.402756,0.273908,0.194254,0.328559,0.459187,0.608897,0.667647,0.534221,0.419536,0.344239,0.404148,0.608757,0.584476,0.63582,0.736149,0.635538,0.396364,0.180279,0.298146,0.085714,0.026316,0.133787,0.328205,0.298295,0.107551,0.231405,0.08776,Mine
0.073009,0.092585,0.083443,0.077508,0.291656,0.52674,0.393939,0.192723,0.188805,0.241098,0.311499,0.401084,0.502087,0.424977,0.524325,0.670975,0.730805,0.821714,0.898275,0.955479,1,0.99816,0.883332,0.743162,0.627766,0.64137,0.706587,0.672808,0.544643,0.444871,0.37515,0.23916,0.064265,0.124854,0.23811,0.324698,0.269735,0.182905,0.199768,0.220588,0.230921,0.343712,0.335704,0.248003,0.178561,0.137548,0.17222,0.362384,0.367491,0.210909,0.212151,0.372325,0.381818,0.722222,0.206349,0.094872,0.133523,0.324943,0.280992,0.04388,Mine
0.300885,0.135019,0.227989,0.011888,0.254375,0.234077,0.251082,0.279603,0.353473,0.369369,0.44279,0.594373,0.503527,0.378158,0.294312,0.30633,0.256554,0.277922,0.201347,0.509846,0.662943,0.62376,0.557486,0.672677,0.588525,0.825091,0.99065,0.916324,0.797585,0.649835,0.561308,0.778252,0.583955,0.25045,0.012887,0.173286,0.293899,0.455132,0.567679,0.450654,0.542675,0.869719,0.796974,0.72958,0.817316,0.492732,0.457443,0.688529,0.641595,0.431515,0.365538,0.239658,0.077922,0.24269,0.260771,0.182051,0.150568,0.04119,0.115702,0.025404,Mine
0.189528,0.159451,0.155388,0.187827,0.268831,0.269014,0.356061,0.503197,0.449874,0.555413,0.517794,0.450322,0.394703,0.153346,0.171331,0.191431,0.180189,0.239273,0.204082,0.126605,0.241358,0.608629,0.789658,0.827169,0.840164,0.834123,0.912596,1,0.786526,0.506871,0.652861,0.685352,0.47065,0.208055,0.078449,0.035685,0.148371,0.165956,0.159077,0.107952,0.155414,0.064591,0.082504,0.179206,0.090702,0.079676,0.116081,0.312668,0.36951,0.333333,0.145418,0.118402,0.103896,0.096491,0.0839,0.241026,0.144886,0.10984,0.176309,0.224018,Mine
0.452802,0.453922,0.496386,0.278412,0.347451,0.292395,0.230249,0.187872,0.300903,0.498212,0.734014,0.728165,0.71153,0.528205,0.65473,0.869428,0.977826,0.930909,0.780875,0.719927,0.674115,0.37123,0.011444,0.026944,0.253791,0.211257,0.184158,0.167456,0.026786,0.204325,0.163161,0.167041,0.205397,0.184844,0.249974,0.127016,0.078942,0.170531,0.150011,0.011983,0.110365,0.20989,0.20031,0.209482,0.100654,0.017691,0.14397,0.228212,0.059061,0.073939,0.255976,0.115549,0.667532,0.28655,0.29932,0.469231,0.644886,0.12357,0.30854,0.288684,Mine
0.137168,0.073725,0.085085,0.041369,0.166624,0.196453,0.324405,0.27409,0.297645,0.372801,0.269247,0.410463,0.399453,0.184181,0.087772,0.147364,0.150347,0.187532,0.161161,0.090967,0.000949,0.196708,0.399491,0.584366,0.685041,0.73301,0.872571,0.903252,0.850649,0.902738,1,1,0.76625,0.681611,0.652654,0.685887,0.720206,0.576999,0.569576,0.665142,0.634742,0.54591,0.63507,0.742334,0.712681,0.554306,0.565556,0.668464,0.547703,0.501818,0.251992,0.175464,0.114286,0.274854,0.217687,0.225641,0.227273,0.038902,0.129477,0.069284,Mine
0.074484,0.316331,0.115637,0.039705,0.002283,0.119054,0.291396,0.223594,0.241818,0.308594,0.40862,0.387749,0.355981,0.209756,0.186378,0.165785,0.201948,0.347013,0.602672,0.706764,0.782251,0.800123,0.795168,0.915275,0.931045,0.951757,1,0.981268,0.866477,0.614467,0.383106,0.318805,0.247611,0.23328,0.214585,0.118952,0.037393,0.033066,0.112587,0.14793,0.009033,0.050427,0.19087,0.224427,0.221069,0.226413,0.213872,0.215633,0.162039,0.067879,0.201195,0.189729,0.254545,0.263158,0.063492,0.05641,0.096591,0.093822,0.15427,0.066975,Mine
0.376844,0.238748,0.395532,0.272943,0.045397,0.247245,0.136905,0.084675,0.32815,0.217217,0.319722,0.376758,0.406938,0.318449,0.300231,0.216059,0.265361,0.097766,0.069114,0.294092,0.532251,0.629792,0.634736,0.731995,0.644877,0.49587,0.671919,0.724681,0.769278,0.811335,0.905177,0.977758,0.653996,0.623211,0.744809,0.473286,0.143779,0.350005,0.35895,0.216667,0.639954,0.680342,0.333247,0.675728,0.874183,0.702551,0.613003,0.448937,0.275618,0.327273,0.378486,0.472183,0.374026,0.950292,0.839002,0.435897,0.366477,0.228833,1,0.466513,Mine
0.233038,0.17874,0.150788,0.180694,0.194776,0.175759,0.092262,0.199779,0.070043,0.01144,0.086204,0.219519,0.252195,0.260905,0.329221,0.494403,0.622837,0.698286,0.824637,0.864084,0.796901,0.745118,0.73784,0.723184,0.608299,0.443331,0.425465,0.392651,0.446023,0.374028,0.289591,0.313413,0.337604,0.377742,0.434285,0.473488,0.477258,0.445149,0.371284,0.450763,0.428952,0.446398,0.499547,0.360989,0.1824,0.153182,0.235965,0.235699,0.220091,0.271515,0.13247,0.099857,0.438961,0.48538,0.072562,0.320513,0.178977,0.093822,0.366391,0.198614,Mine
0.05826,0.259323,0.368265,0.27223,0.085214,0.302338,0.666126,0.994708,0.964312,0.710139,0.434,0.087632,0.405931,0.379911,0.374962,0.373092,0.093047,0.102649,0.22975,0.913099,0.976707,0.308455,0.146339,0.167503,0.066086,0.277784,0.259691,0.578839,0.448458,0.71599,0.162071,0.26803,0.602226,0.897615,0.858955,0.9375,0.872075,0.945929,0.669408,0.470479,0.556225,0.458242,0.201345,0.186679,0.378448,0.247669,0.307678,0.766397,0.569914,0.243636,0.478088,0.322397,0.441558,1,0.344671,0.825641,0.5625,0.377574,0.672176,0.341801,Mine
0.141593,0.226747,0.104796,0.180694,0.170682,0.059661,0.239448,0.223815,0.218866,0.160303,0.213668,0.227286,0.153016,0.237599,0.334938,0.389579,0.134494,0.196468,0.286661,0.502997,0.805965,1,0.86235,0.681283,0.620799,0.530565,0.549007,0.585838,0.421774,0.153936,0.056458,0.207032,0.192271,0.399046,0.316457,0.165927,0.117866,0.185609,0.168248,0.22037,0.383787,0.240171,0.100608,0.11917,0.339494,0.466264,0.469757,0.330039,0.459869,0.56,0.170319,0.035663,0.116883,0.526316,0.219955,0.3,0.110795,0.199085,0.190083,0.214781,Mine
0.373894,0.184741,0.054205,0.055635,0.072026,0.287288,0.331169,0.24763,0.175181,0.345488,0.344109,0.313306,0.243846,0.073219,0.065403,0.136475,0.142369,0.204052,0.154429,0.079088,0.279511,0.579593,0.748967,0.843561,0.940984,0.998458,0.968379,1,0.860998,0.678172,0.788556,0.775219,0.495642,0.166826,0.089496,0.137702,0.078176,0.10991,0.164242,0.022658,0.130863,0.033211,0.069443,0.168642,0.129372,0.103812,0.191778,0.300988,0.270066,0.284848,0.154382,0.216833,0.062338,0.119883,0.126984,0.217949,0.389205,0.308924,0.209366,0.057737,Mine
0.278024,0.043721,0.082786,0.047313,0.08699,0.104542,0.275974,0.360529,0.300607,0.337194,0.339005,0.412222,0.385634,0.208415,0.113753,0.19998,0.177495,0.191896,0.288975,0.393193,0.480502,0.585318,0.690368,0.758324,0.885041,0.968168,0.987394,0.98065,0.945617,0.844679,0.651226,0.336217,0.351885,0.317117,0.113327,0.03629,0.096545,0.171259,0.135041,0.100871,0.08176,0.250794,0.312557,0.210126,0.109326,0.09915,0.165158,0.243187,0.250379,0.122424,0.088645,0.10699,0.194805,0.046784,0.165533,0.097436,0.193182,0.093822,0.057851,0.018476,Mine
0.213864,0.153022,0.065375,0.040181,0.098656,0.151303,0.24513,0.202205,0.364283,0.431002,0.269814,0.349502,0.321722,0.196556,0.113151,0.109404,0.055642,0.143377,0.132969,0.094606,0,0.162151,0.368337,0.559164,0.649283,0.721776,0.846938,0.905825,0.864854,0.881964,0.935477,0.91193,0.706395,0.634658,0.616754,0.682258,0.763831,0.613289,0.564411,0.653813,0.606485,0.599389,0.650071,0.743623,0.839778,0.658667,0.702101,0.832285,0.720343,0.513939,0.26992,0.273894,0.168831,0.175439,0.181406,0.217949,0.201705,0.089245,0.14876,0.034642,Mine
0.188053,0.067295,0.107096,0.044936,0.191479,0.310132,0.349026,0.337155,0.287576,0.287287,0.272366,0.31697,0.400173,0.390636,0.507975,0.544474,0.649052,0.667948,0.633915,0.65625,0.769288,0.833248,0.890749,0.985247,1,0.933363,0.886228,0.804961,0.678166,0.528284,0.41624,0.329701,0.163604,0.062109,0.059937,0.145665,0.248743,0.215556,0.169618,0.25,0.23729,0.225275,0.268589,0.227648,0.159084,0.106829,0.24339,0.287511,0.301868,0.4,0.196215,0.258203,0.516883,0.219298,0.0839,0.225641,0.383523,0.208238,0.286501,0.200924,Mine
0.430678,0.2006,0.158673,0.078222,0.243216,0.180328,0.221861,0.086439,0.150896,0.034034,0.183326,0.26187,0.299986,0.263587,0.379978,0.458274,0.65672,0.859429,0.932779,0.932256,0.909781,0.914324,0.92699,0.856982,0.726127,0.533319,0.3867,0.394092,0.406047,0.270161,0.267466,0.310604,0.280584,0.415474,0.385701,0.414819,0.45714,0.419673,0.460257,0.361002,0.328199,0.40464,0.322385,0.341407,0.248507,0.127811,0.09598,0.024259,0.17264,0.166061,0.027888,0.007133,0,0.634503,0.460317,0.197436,0.323864,0.254005,0.305785,0.21709,Mine