wdbc_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。

0.175193,0.130673,0.201556,0.122383,0.0621,0.340706,0.084381,0.025843,0.06993,0.515657,0.277169,0.056817,0.231789,0.046789,0.017908,0.410885,0.063223,0.021078,0.179428,0.142089,0.116296,0.10032,0.236141,0.088052,0.041781,0.498778,0.064431,0.032292,0.177285,0.251528,B
0.028073,0.257892,0.246534,0.24055,0.141591,0.207096,0.0465,0.031443,0.084443,0.208081,0.118997,0.096433,0.406604,0.081515,0.045495,0.191862,0.064124,0.025149,0.212161,0.372151,0.071383,0.176805,0.218284,0.156133,0.081277,0.08532,0.019239,0.017867,0.09732,0.066233,B
0.126131,0.209617,0.176192,0.205514,0.10965,0.342692,0.190694,0.144822,0.117346,0.05404,0.257161,0.080717,0.165267,0.053951,0.029825,0.191828,0.263076,0.149369,0.324304,0.19373,0.134364,0.157951,0.151386,0.142985,0.069308,0.27029,0.129726,0.131629,0.216357,0.048492,B
0.105536,0.326045,0.219817,0.309101,0.190965,0.314164,0.109012,0.035192,0.103777,0.183838,0.186816,0.051711,0.221623,0.046176,0.026033,0.133426,0.042712,0.013268,0.114453,0.106349,0.041188,0.255425,0.361407,0.230739,0.125147,0.291422,0.07132,0.042212,0.190928,0.157106,B
0.118654,0.193999,0.16909,0.182572,0.097222,0.433059,0.116711,0.055366,0.12838,0.255556,0.352359,0.034691,0.319307,0.029214,0.022932,0.450318,0.142383,0.036692,0.299867,0.322761,0.134399,0.121665,0.127932,0.107575,0.051932,0.333025,0.053468,0.031454,0.147973,0.06643,B
0.327037,0.075252,0.114643,0.074217,0.033001,0.460143,0.174652,0.060098,0.07505,0.312121,0.44861,0.005504,0.070522,0.014701,0.000844,0.210219,0.11542,0.04548,0.138663,0.113103,0.104687,0.054891,0.171375,0.064196,0.022218,0.613683,0.190364,0.140096,0.292509,0.279519,B
0.167126,0.240854,0.126141,0.235229,0.127975,0.51792,0.216889,0.08859,0.139066,0.301515,0.339511,0.050625,0.03178,0.045093,0.021924,0.190842,0.069682,0.045404,0.151279,0.165166,0.046267,0.196371,0.099947,0.181832,0.089633,0.534438,0.131861,0.129553,0.254055,0.2397,B
0.40509,0.193052,0.250592,0.189759,0.094592,0.602781,0.269063,0.095197,0.212127,0.451515,0.627633,0.024045,0.148029,0.026434,0.010269,0.370772,0.159432,0.045455,0.243417,0.201469,0.256284,0.13376,0.232409,0.127845,0.05552,0.627551,0.170572,0.100319,0.326942,0.239503,B
0.216122,0.351602,0.338857,0.360998,0.21527,0.315428,0.454635,0.319119,0.328131,0.330303,0.462511,0.278689,0.311572,0.169769,0.131319,0.205629,0.782197,0.251515,0.52491,0.462768,0.758855,0.278904,0.269456,0.255441,0.143064,0.189262,0.213358,0.177316,0.350859,0.139365,B
0.218746,0.247953,0.349341,0.246562,0.131326,0.514309,0.293908,0.191542,0.107654,0.537374,0.399747,0.025204,0.096292,0.010776,0.010792,0.154978,0.148166,0.100152,0.187422,0.07483,0.100818,0.186055,0.323827,0.172917,0.08113,0.455854,0.198126,0.282348,0.277938,0.225508,B
0.001115,0.263098,0.282719,0.246217,0.147784,0.196172,0.021839,0.002798,0.027083,0.236364,0.039806,0.086764,0.130945,0.074071,0.040153,0.138355,0.018333,0.002002,0.068517,0.176563,0.005638,0.205977,0.238806,0.181334,0.098432,0.143697,0.015504,0.00286,0.056186,0.131678,B
0.18031,0.27351,0.123774,0.266049,0.152959,0.318769,0.184345,0.094939,0.12664,0.273232,0.240944,0.077856,0.066124,0.074872,0.034326,0.162525,0.190975,0.079217,0.2025,0.132662,0.120821,0.222697,0.116738,0.207331,0.106567,0.318497,0.187744,0.141294,0.289038,0.196925,B
0.260724,0.15519,0.23233,0.152443,0.075207,0.326262,0.187964,0.102109,0.121173,0.307576,0.361837,0.00105,0.146482,0.010917,0.000979,0.290886,0.214708,0.065985,0.207805,0.20949,0.172574,0.103166,0.267058,0.102943,0.042322,0.494816,0.191431,0.142412,0.286357,0.221959,B
0.043946,0.260732,0.241461,0.244627,0.143415,0.29322,0.058156,0.01048,0.031923,0.078283,0.142586,0.021764,0.078434,0.013664,0.010997,0.109291,0.005708,0.006616,0.064217,0.085102,0.015519,0.192458,0.204957,0.16968,0.088232,0.259064,0.021577,0.015479,0.09567,0.069387,B
0.275351,0.154716,0.218803,0.157073,0.076649,0.482712,0.281332,0.157591,0.197068,0.344949,0.480834,0.092776,0.245492,0.03958,0.029656,0.298365,0.303407,0.101111,0.29248,0.271683,0.231513,0.119175,0.228945,0.105185,0.050433,0.455854,0.202491,0.151597,0.334845,0.205598,B
0.124951,0.057504,0.241123,0.05473,0.024772,0.301255,0.122845,0.037207,0.029409,0.358081,0.317397,0.016223,0.131829,0.015879,0.00262,0.246626,0.106708,0.040101,0.112086,0.25128,0.058289,0.036784,0.264925,0.034115,0.014009,0.386515,0.10518,0.054952,0.08811,0.303568,B
0.103437,0.242274,0.270883,0.236888,0.128399,0.453823,0.239863,0.112067,0.165308,0.442929,0.245366,0.062502,0.285493,0.052396,0.028797,0.218683,0.105582,0.04654,0.142319,0.172623,0.031204,0.200285,0.367271,0.188854,0.091993,0.475665,0.14554,0.128035,0.215326,0.292529,B
0.064476,0.213877,0.29557,0.203787,0.111941,0.368511,0.124318,0.061809,0.102833,0.390909,0.197557,0.101829,0.106679,0.090798,0.037707,0.15865,0.063073,0.031439,0.173802,0.2116,0.019561,0.179296,0.278252,0.162907,0.079557,0.311233,0.075298,0.064736,0.22488,0.231618,B
0.150859,0.095556,0.158607,0.086863,0.043606,0.157263,0.036133,0.008625,0.017256,0.367677,0.3869,0.02285,0.208805,0.018235,0.005579,0.19295,0.01976,0.009295,0.06577,0.269151,0.043468,0.062931,0.214552,0.052244,0.024651,0.181206,0.024284,0.011757,0.047732,0.281096,B
0.218746,0.316106,0.318566,0.315597,0.18316,0.342512,0.292375,0.226265,0.239165,0.39798,0.249579,0.040884,0.118193,0.049333,0.023455,0.077064,0.194055,0.092652,0.241334,0.111555,0.105758,0.256492,0.359275,0.253947,0.128687,0.28746,0.280787,0.292332,0.483505,0.232407,B
0.1992,0.234228,0.399729,0.226246,0.125175,0.406699,0.181308,0.077976,0.099801,0.317172,0.252317,0.072533,0.124315,0.058569,0.033597,0.207023,0.171373,0.046338,0.146069,0.06892,0.102304,0.204198,0.376599,0.18492,0.097768,0.520571,0.206275,0.120048,0.249038,0.172088,B
0.31851,0.232808,0.167061,0.237164,0.122715,0.564864,0.338077,0.086926,0.149254,0.472222,0.598778,0.103096,0.064887,0.106677,0.034046,0.287487,0.339156,0.070429,0.210267,0.329093,0.294633,0.185699,0.11967,0.178545,0.079729,0.470382,0.217724,0.07524,0.207629,0.229056,B
0.217762,0.24748,0.148123,0.241794,0.135101,0.256838,0.18051,0.160239,0.125944,0.29596,0.243892,0.056165,0.104027,0.063139,0.024576,0.091512,0.210352,0.109697,0.20591,0.159397,0.128767,0.184988,0.193763,0.185467,0.084718,0.207555,0.20938,0.245687,0.314089,0.2192,B
0.254362,0,0.125803,0,0,0.581114,0.172689,0,0,0.439394,0.594356,0.040775,0.253669,0.037506,0.005661,0.288167,0.0645,0,0,0.263241,0.110733,0,0.200426,0,0,0.576042,0.090142,0,0,0.269466,B
0.123049,0.137015,0.255665,0.132195,0.064433,0.50799,0.162383,0.041143,0.097018,0.441414,0.271483,0.037009,0.216982,0.03581,0.010325,0.272156,0.076892,0.020139,0.142584,0.200062,0.054489,0.088581,0.298507,0.083022,0.035981,0.464439,0.094508,0.049625,0.192027,0.280702,B
0.061065,0.284869,0.374366,0.27448,0.159449,0.549517,0.173333,0.073477,0.131461,0.747475,0.229781,0.111787,0.212562,0.099703,0.052256,0.180304,0.068856,0.049217,0.218413,0.304328,0.022049,0.221629,0.322228,0.201255,0.106051,0.386515,0.080731,0.064792,0.216357,0.321506,B
0.069198,0.129632,0.287792,0.117062,0.061336,0.152298,0.012453,0,0,0.299495,0.305602,0.087778,1,0.069406,0.027807,0,0.033677,0,0,0.423651,0.027404,0.072501,0.234808,0.058967,0.029149,0,0,0,0,0.06781,B
0.103568,0.196365,0.233683,0.184369,0.100785,0.26072,0.058156,0.032076,0.068091,0.227778,0.242628,0.010864,0.134127,0.009942,0.00542,0.141755,0.030124,0.023732,0.117238,0.171779,0.051207,0.133404,0.220416,0.119229,0.057978,0.210196,0.03386,0.036581,0.138969,0.161246,B
0.045127,0.308533,0.101454,0.289545,0.1793,0.190756,0.051408,0.006462,0.021963,0.15404,0.071398,0.040884,0.072092,0.035433,0.025379,0.05524,0.011221,0.005126,0.061413,0.097343,0.023189,0.250445,0.13113,0.224463,0.126204,0.125867,0.030144,0.011014,0.075945,0.13838,B
0.133412,0.263098,0.223537,0.258863,0.141166,0.570281,0.273357,0.138894,0.162972,0.44596,0.340354,0.052942,0.162394,0.038119,0.02183,0.271578,0.100775,0.065025,0.219928,0.283222,0.054766,0.20064,0.25,0.180587,0.090149,0.5734,0.143406,0.150879,0.289038,0.313424,B
0.022235,0.285342,0.423064,0.264114,0.162418,0.089194,0,0.003737,0.009205,0.169192,0.050126,0.022307,0.172781,0.016209,0.014079,0.05796,0,0.004028,0.035082,0.116058,0.002539,0.215937,0.453092,0.188107,0.104109,0.066565,0.006821,0.006371,0.031818,0.143899,B
0.213827,0.352075,0.230977,0.348006,0.211113,0.405164,0.289921,0.187605,0.209891,0.430303,0.298231,0.08604,0.0907,0.090468,0.047326,0.097359,0.21238,0.09697,0.235461,0.152643,0.085617,0.310921,0.252932,0.30375,0.166364,0.384534,0.300579,0.29992,0.485911,0.293318,B
0.171455,0.280136,0.21001,0.276069,0.156394,0.308206,0.232225,0.114667,0.153479,0.362626,0.260952,0.037226,0.090833,0.043915,0.018375,0.122752,0.100475,0.038131,0.143664,0.185147,0.034279,0.233013,0.261194,0.23288,0.112711,0.396421,0.220731,0.166933,0.347766,0.39109,B
0.175128,0.291495,0.373013,0.291549,0.166872,0.308026,0.274584,0.254217,0.174453,0.253535,0.21567,0.073764,0.094634,0.07327,0.038472,0.189754,0.221843,0.11654,0.237545,0.108741,0.080677,0.244397,0.358209,0.251457,0.123845,0.422175,0.317849,0.359744,0.405842,0.196728,B
0.03496,0.24606,0.147785,0.231221,0.134846,0.223075,0.039077,0.026312,0.025104,0.309596,0.137532,0.03614,0.052908,0.032088,0.016844,0.123398,0.026399,0.028359,0.095681,0.167276,0.001914,0.175027,0.118603,0.155336,0.080589,0.191045,0.025254,0.032875,0.063643,0.143505,B
0.165289,0.222396,0.218465,0.219059,0.117497,0.543198,0.224679,0.100258,0.155666,0.400505,0.295914,0.094079,0.175433,0.084672,0.03879,0.247646,0.080121,0.046742,0.221065,0.191901,0.080089,0.191747,0.255064,0.180089,0.089609,0.53774,0.116822,0.11901,0.337285,0.244234,B
0.119769,0.266884,0.251606,0.254509,0.148208,0.29972,0.10711,0.069494,0.112922,0.373232,0.17481,0.020894,0.067893,0.016916,0.012174,0.073937,0.047218,0.031717,0.130479,0.115354,0.025676,0.228033,0.269989,0.205239,0.11018,0.338969,0.120703,0.150719,0.338522,0.336093,B
0.120622,0.223816,0.235374,0.213738,0.118812,0.473684,0.127508,0.084161,0.129225,0.140909,0.199874,0.12218,0.474673,0.117844,0.051491,0.165381,0.086731,0.067222,0.247585,0.080317,0.097156,0.192102,0.358742,0.178047,0.088847,0.369346,0.07326,0.083546,0.23945,0.028977,B
0.118261,0.200625,0.815015,0.18658,0.103203,0.227228,0.050181,0.011638,0.031978,0.396465,0.175232,0.040703,0.284388,0.034491,0.016171,0.089948,0.034255,0.008139,0.064766,0.158693,0.056631,0.157595,0.793177,0.139599,0.070217,0.189989,0.040322,0.018514,0.103162,0.265326,B
0.151253,0.357281,0.144403,0.346002,0.212386,0.517017,0.224035,0.161551,0.322813,0.29798,0.236942,0.070433,0.079805,0.065307,0.035297,0.150253,0.077042,0.040783,0.215192,0.19964,0.092181,0.279972,0.130864,0.262413,0.138788,0.419534,0.116919,0.109665,0.367354,0.205204,B
0.1016,0.275403,0.26209,0.271301,0.15474,0.251061,0.213392,0.173149,0.202932,0.259596,0.158804,0.0914,0.199965,0.090044,0.044393,0.12605,0.244224,0.114773,0.262171,0.15208,0.109593,0.206688,0.240938,0.200757,0.099735,0.159612,0.149324,0.151837,0.285086,0.083383,B
0.158468,0.127881,0.325668,0.119273,0.060318,0.291415,0.094841,0.054756,0.047788,0.262626,0.260952,0.066703,0.221623,0.061113,0.021364,0.194683,0.067429,0.059015,0.182137,0.199077,0.112599,0.106724,0.361674,0.093082,0.043993,0.321799,0.066139,0.074681,0.132165,0.194559,B
0.126263,0.292442,0.36625,0.278281,0.167635,0.187054,0.102356,0.042174,0.062425,0.329798,0.187869,0.076842,0.245934,0.073929,0.035988,0.206989,0.137201,0.033864,0.105399,0.182614,0.062401,0.233725,0.438166,0.223517,0.113817,0.268309,0.133219,0.061486,0.144158,0.221171,B
0.157025,0.240381,0.102469,0.228388,0.129417,0.365442,0.101313,0.046204,0.097565,0.267677,0.19187,0.025602,0.081396,0.019507,0.012043,0.129687,0.056606,0.021066,0.118829,0.095233,0.056493,0.185343,0.170309,0.167688,0.085431,0.371987,0.093052,0.068978,0.241409,0.187069,B
0.062967,0.351129,0.584376,0.334877,0.213192,0.15636,0.100761,0.081443,0.086332,0.326768,0.092039,0.043455,0.121773,0.045705,0.025622,0.12384,0.109187,0.049773,0.120667,0.088057,0.034451,0.265742,0.531983,0.248967,0.135028,0.201611,0.115173,0.117572,0.191168,0.153755,B
0.188968,0.294335,0.206628,0.27835,0.167041,0.29322,0.10162,0.003423,0.016208,0.288889,0.189132,0.028535,0.04714,0.021062,0.016246,0.065234,0.042126,0.002848,0.045198,0.078207,0.058393,0.230523,0.22468,0.207132,0.111016,0.274913,0.104113,0.008946,0.085911,0.214075,B
0.316542,0.268304,0.286101,0.268813,0.145111,0.496253,0.349733,0.18784,0.252187,0.293434,0.391323,0.043781,0.060334,0.044244,0.021662,0.13567,0.170998,0.066566,0.195492,0.136602,0.092181,0.229456,0.269989,0.223517,0.110229,0.542363,0.346276,0.286102,0.483505,0.328208,B
0.125541,0.202045,0.171458,0.190657,0.10456,0.274713,0.077296,0.002281,0.014617,0.360101,0.228517,0.037262,0.140537,0.036376,0.015443,0.132712,0.036591,0.002459,0.055711,0.1283,0.039219,0.171825,0.267591,0.157727,0.075575,0.300007,0.068545,0.004407,0.057285,0.246403,B
0.226682,0.4349,0.215083,0.431967,0.273595,0.41681,0.381633,0.155834,0.268241,0.469697,0.331929,0.022814,0.028465,0.027894,0.015144,0.095081,0.119176,0.049268,0.226558,0.161226,0.096776,0.321594,0.189765,0.312217,0.166216,0.345572,0.220925,0.16885,0.429897,0.31303,B
0.092549,0.279663,0.11532,0.263285,0.157964,0.152749,0.054935,0.052952,0.058201,0.139899,0.12321,0.0151,0.024045,0.016868,0.010979,0.102594,0.084102,0.041717,0.111858,0.116902,0.040981,0.202419,0.093817,0.184222,0.096294,0.165027,0.084806,0.094728,0.184399,0.146659,B
0.128493,0.357281,0.325668,0.348697,0.218961,0.282116,0.179805,0.206584,0.145378,0.208586,0.157961,0.051421,0.219634,0.058286,0.030329,0.082741,0.1369,0.085328,0.167608,0.085242,0.04948,0.297759,0.436301,0.287315,0.158597,0.249158,0.23053,0.301837,0.329691,0.178593,B
0.401154,0.138341,0.282381,0.143805,0.067402,0.400469,0.337464,0.306232,0.184692,0.307576,0.657119,0.115734,0.420085,0.111907,0.038622,0.378931,0.644606,0.302273,0.465997,0.435048,0.588187,0.118463,0.329691,0.112854,0.050383,0.389157,0.259734,0.278435,0.34055,0.206781,B
0.041847,0.370533,0.168752,0.351531,0.227869,0.289699,0.094411,0.080037,0.126292,0.302525,0.074136,0.038638,0.058124,0.043349,0.025996,0.1698,0.072986,0.037424,0.200038,0.111414,0.030547,0.273212,0.148188,0.255441,0.141319,0.282177,0.071611,0.087939,0.273368,0.151587,B
0.012528,0.361068,0.202232,0.337848,0.221166,0.212603,0.048371,0.033903,0.09329,0.288889,0.054549,0.074054,0.12184,0.056401,0.041274,0.112792,0.028307,0.013447,0.119795,0.099313,0,0.303451,0.259328,0.265402,0.161129,0.197649,0.042282,0.037907,0.199759,0.190223,B
0.211728,0.21435,0.480893,0.212356,0.110286,0.360928,0.253727,0.260544,0.204026,0.165657,0.331508,0.046098,0.562191,0.055553,0.018991,0.220519,0.207048,0.144899,0.240008,0.098469,0.132775,0.161864,0.670043,0.158723,0.071028,0.387176,0.217724,0.289936,0.331718,0.107826,B