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。

0.169159,0.240381,0.310788,0.227144,0.128017,0.281936,0.118275,0.017596,0.042187,0.25,0.221567,0.047619,0.174991,0.037789,0.020953,0.185845,0.065401,0.014727,0.104092,0.16798,0.064232,0.203131,0.400853,0.179939,0.092755,0.381232,0.104695,0.03599,0.175017,0.259215,B
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0.051489,0.287236,0.324653,0.268261,0.162757,0.252505,0.056776,0.001621,0.020711,0.383333,0.106361,0.105921,0.188693,0.086604,0.048857,0.196417,0.047624,0.001747,0.078935,0.197248,0.072385,0.22412,0.272655,0.198366,0.10787,0.204253,0.033588,0.001474,0.038179,0.172285,B
0.071822,0.373373,0.35509,0.36162,0.227953,0.390358,0.196522,0.159888,0.246074,0.215657,0.158382,0.043744,0.281957,0.039533,0.028088,0.125846,0.086055,0.054369,0.224095,0.164744,0.031687,0.287442,0.438699,0.266398,0.14707,0.333025,0.108188,0.135783,0.349485,0.158486,B
0.112554,0.220029,0.662158,0.214774,0.115207,0.369595,0.203546,0.16776,0.100249,0.373232,0.24642,0.073149,0.456551,0.065636,0.030497,0.276983,0.164689,0.107955,0.17456,0.23735,0.042605,0.184632,0.714019,0.177449,0.084202,0.458496,0.170572,0.233466,0.23488,0.260004,B
0.213761,0.212457,0.21373,0.20199,0.109947,0.344227,0.121097,0.060614,0.115408,0.289899,0.289806,0.021438,0.088689,0.015691,0.010176,0.254207,0.047286,0.023737,0.119625,0.136039,0.073041,0.162931,0.233742,0.145724,0.071422,0.541042,0.082186,0.078458,0.225017,0.253499,B
0.167716,0.144304,0.391275,0.134061,0.06948,0.257651,0.060548,0.005787,0.025641,0.287879,0.303917,0.026652,0.216761,0.02012,0.008962,0.13635,0.025873,0.005237,0.066812,0.092419,0.052382,0.113127,0.450959,0.097166,0.046967,0.273592,0.042349,0.009864,0.088625,0.154544,B
0.124295,0.158029,0.224552,0.148711,0.076946,0.376546,0.093737,0.023711,0.027311,0.416667,0.253791,0.035814,0.134105,0.028224,0.01152,0.182649,0.037515,0.025556,0.104092,0.1086,0.059119,0.118107,0.259861,0.103143,0.049081,0.378591,0.059309,0.035016,0.081821,0.219988,B
0.086646,0.221449,0.248901,0.206689,0.117709,0.207457,0.051899,0.019461,0.057753,0.308586,0.154802,0.087597,0.068998,0.06917,0.035913,0.165551,0.035592,0.015023,0.119265,0.200906,0.061261,0.190324,0.205757,0.165347,0.087815,0.187611,0.036354,0.024329,0.14646,0.229844,B
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0.08271,0.210564,0.192087,0.202267,0.108717,0.395053,0.151862,0.082076,0.142893,0.340404,0.183024,0.023321,0.140028,0.018188,0.01096,0.116259,0.09732,0.036212,0.162948,0.100298,0.023949,0.156172,0.266525,0.147019,0.06803,0.315856,0.133413,0.111741,0.291271,0.219003,B
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0.119048,0.275877,0.11329,0.259139,0.154952,0.313803,0.056316,0.021539,0.066103,0.205051,0.239469,0.06424,0.139166,0.048108,0.027994,0.231873,0.030883,0.015606,0.14033,0.038949,0.084857,0.202775,0.110075,0.180736,0.094745,0.297365,0.026351,0.022029,0.137113,0.042973,B
0.222288,0.27919,0.287792,0.280976,0.148293,0.624447,0.450034,0.113051,0.263569,0.327778,0.475358,0.119899,0.178748,0.11398,0.051491,0.121018,0.158005,0.03548,0.235651,0.144622,0.08306,0.253291,0.329158,0.243538,0.120306,0.491514,0.260801,0.099521,0.376632,0.200473,B
0.111964,0.131289,0.625296,0.123627,0.062524,0.245644,0.082449,0.036106,0.051839,0.283333,0.201348,0.024117,0.293228,0.0229,0.008364,0.165721,0.078469,0.036616,0.115628,0.11057,0.047441,0.097474,0.663646,0.087753,0.040479,0.263026,0.081119,0.057428,0.167216,0.149024,B
0.25974,0.270671,0.083192,0.256306,0.149099,0.317956,0.118275,0.055295,0.119384,0.264141,0.269377,0.041209,0.063097,0.036281,0.019739,0.150185,0.077943,0.022917,0.15592,0.130129,0.121581,0.203486,0.130597,0.187808,0.093811,0.397742,0.129435,0.07496,0.282612,0.238518,B
0.218287,0.206304,0.390599,0.198259,0.107317,0.315609,0.142231,0.120267,0.094384,0.215657,0.322873,0.044505,0.138327,0.03958,0.017946,0.251555,0.100024,0.061692,0.121898,0.109726,0.054662,0.180719,0.456557,0.167239,0.081818,0.651984,0.18658,0.249201,0.284467,0.249162,B
0.533648,0.12755,0.115996,0.140488,0.054719,0.65785,0.616588,0.278351,0.349801,0.503535,0.964406,0.05899,0.22759,0.048532,0.020299,0.681817,0.350197,0.131035,0.274673,0.259442,0.365698,0.094984,0.160448,0.094925,0.035121,0.854718,0.328909,0.232668,0.369416,0.252908,B
0.086777,0.3729,0.244505,0.35312,0.224899,0.330505,0.157536,0.078397,0.142992,0.259091,0.148905,0.069274,0.068091,0.040286,0.031972,0.137438,0.108135,0.036894,0.156867,0.107334,0.043987,0.298115,0.227079,0.258429,0.145571,0.334346,0.123905,0.097444,0.273918,0.189237,B
0.13433,0.166075,0.323977,0.163223,0.081697,0.42665,0.203668,0.070173,0.059692,0.584343,0.312763,0.088177,0.259415,0.072798,0.030497,0.199952,0.149743,0.072727,0.163175,0.270417,0.088312,0.128424,0.300906,0.118582,0.05348,0.335006,0.117696,0.063794,0.110069,0.248571,B
0.099305,0.196838,0.147447,0.18969,0.102269,0.181547,0.126557,0.105553,0.073111,0.318182,0.228939,0.112511,0.099231,0.121236,0.041162,0.130129,0.237465,0.113763,0.278651,0.325576,0.135988,0.149057,0.101279,0.145475,0.065941,0.115367,0.095381,0.095927,0.134777,0.19929,B
0.183458,0.239907,0.166385,0.23668,0.129714,0.455629,0.219434,0.154452,0.13663,0.310606,0.220514,0.055079,0.081595,0.051406,0.024408,0.128327,0.09026,0.058636,0.107217,0.090026,0.052762,0.2074,0.231343,0.196574,0.09767,0.516608,0.182699,0.24361,0.225017,0.232998,B
0.231011,0.077476,0.070342,0.072904,0.034358,0.405254,0.102264,0.04829,0.038762,0.314646,0.461457,0.016078,0.048488,0.013617,0.002839,0.285447,0.062322,0.050025,0.108771,0.183177,0.065406,0.056101,0.090085,0.047263,0.022046,0.674437,0.093732,0.093291,0.151856,0.326237,B
0.613669,0.058592,0.37166,0.06551,0.02562,0.373928,0.340838,0.309513,0.107753,0.586869,0.687658,0.029694,0.354005,0.0229,0.006365,0.364313,0.389852,0.195783,0.193597,0.213992,0.376062,0.041338,0.471748,0.038199,0.015877,0.606419,0.391681,0.429792,0.270756,0.346343,B
0.081202,0.150457,0.334122,0.144703,0.071347,0.430351,0.170726,0.011774,0.055467,0.369192,0.281171,0.048017,0.382293,0.041983,0.018674,0.38063,0.149968,0.01054,0.134154,0.250999,0.047787,0.096763,0.289446,0.087006,0.03984,0.365383,0.089948,0.008027,0.076701,0.137394,B
0.080808,0.169861,0.291173,0.159146,0.083733,0.259908,0.077419,0.046696,0.055219,0.662626,0.162595,0.025457,0.482187,0.024502,0.011801,0.306183,0.08305,0.050328,0.210457,0.130692,0.124276,0.107079,0.300906,0.094327,0.044509,0.176781,0.036994,0.031837,0.076357,0.223536,B
0.090122,0.24606,0.365573,0.231014,0.133701,0.248262,0.064413,0.055834,0.087972,0.342929,0.143429,0.029296,0.267592,0.020073,0.014714,0.114458,0.028885,0.026995,0.128755,0.0927,0.022014,0.192458,0.554904,0.170178,0.089117,0.271611,0.059503,0.091454,0.255361,0.222551,B
0.069461,0.226182,0.402097,0.213738,0.120636,0.304595,0.092878,0.038824,0.055417,0.219697,0.187869,0.106717,0.187809,0.088489,0.040471,0.140871,0.056373,0.029495,0.14103,0.227641,0.030202,0.179651,0.365139,0.162209,0.081424,0.246517,0.057106,0.044113,0.127663,0.171102,B
0.154401,0.341663,0.365911,0.335982,0.201442,0.331137,0.280412,0.118627,0.151988,0.225253,0.213353,0.085569,0.145377,0.09386,0.045215,0.081382,0.23003,0.071237,0.25573,0.115636,0.063886,0.303095,0.406183,0.307236,0.158106,0.291422,0.306206,0.200639,0.460137,0.191011,B
0.145481,0.093189,0.204599,0.10331,0.043139,0.379074,0.321821,0.217034,0.114712,0.123737,0.456403,0.07304,0.136735,0.11888,0.018935,0.565557,0.490792,0.233914,0.437204,0.224546,0.16259,0.052793,0.134595,0.064396,0.020842,0.308591,0.155825,0.123323,0.132165,0.01715,B
0.114325,0.282976,0.290159,0.27911,0.161909,0.188499,0.182842,0.095056,0.093588,0.411111,0.190185,0.044976,0.207479,0.077275,0.025043,0.065132,0.261949,0.087172,0.201743,0.259442,0.097087,0.220562,0.335554,0.228597,0.107329,0.146074,0.198417,0.128115,0.227079,0.323674,B
0.126591,0.21577,0.034156,0.206897,0.112662,0.300984,0.123643,0.032029,0.044269,0.390404,0.232519,0.007134,0,0.016492,0.004923,0.081959,0.083726,0.025328,0.088407,0.175015,0.036524,0.156884,0.022655,0.153494,0.069455,0.251139,0.131278,0.066486,0.162027,0.359748,B
0.173357,0.173648,0.524518,0.167369,0.08632,0.396678,0.162444,0.05574,0.080268,0.422727,0.28075,0.050045,0.250354,0.034868,0.018375,0.186151,0.06082,0.027298,0.118299,0.192745,0.059568,0.153682,0.617537,0.137308,0.066482,0.51991,0.109158,0.089856,0.210859,0.363493,B
0.151187,0.15235,0.262766,0.146915,0.075376,0.251964,0.121741,0.135286,0.053231,0.456566,0.277801,0.088792,0.345164,0.093766,0.029862,0.10086,0.217412,0.145808,0.202879,0.249311,0.128457,0.12629,0.331823,0.124458,0.053701,0.159149,0.109061,0.153754,0.122715,0.25685,B
0.173619,0.130484,0.076429,0.120586,0.061506,0.359935,0.066376,0,0,0.425758,0.300337,0.031613,0.030012,0.021722,0.010194,0.147092,0.025566,0,0,0.20949,0.080331,0.095695,0.055437,0.080283,0.038758,0.344912,0.043417,0,0,0.303568,B
0.184507,0.287236,0.300304,0.285398,0.15631,0.50167,0.340531,0.225,0.278479,0.492424,0.316976,0.072098,0.254111,0.086369,0.027583,0.207159,0.278397,0.129091,0.35537,0.291524,0.166528,0.222697,0.341951,0.218188,0.099784,0.416892,0.231404,0.205511,0.432302,0.305145,B
0.14594,0.245113,0.281366,0.238408,0.132259,0.34522,0.18097,0.068322,0.075895,0.20404,0.271272,0.039073,0.183389,0.043396,0.017665,0.108713,0.10821,0.035278,0.097765,0.093685,0.033277,0.192458,0.422441,0.191344,0.089019,0.327742,0.194633,0.129393,0.195533,0.16578,B
0.040404,0.345923,0.240446,0.321401,0.207466,0.105263,0.022606,0.016987,0.031064,0.226263,0.080034,0.006772,0.079473,0.004095,0.007411,0.060475,0.01095,0.012187,0.068346,0.105223,0.016797,0.24831,0.230011,0.219284,0.122739,0.095754,0.022383,0.030879,0.114536,0.17603,B
0.083891,0.206304,0.300981,0.200193,0.105069,0.471879,0.201245,0.100797,0.128926,0.437879,0.255897,0.047619,0.143609,0.034585,0.02127,0.233334,0.106333,0.053005,0.209699,0.231581,0.011131,0.161508,0.293443,0.143135,0.07211,0.509344,0.126233,0.129712,0.29354,0.294697,B
0.306047,0.082588,0.206967,0.08327,0.037073,0.563059,0.192105,0.096813,0.095626,0.297475,0.555392,0.019917,0.049991,0.02813,0.004042,0.222592,0.149293,0.082298,0.197007,0.129425,0.100576,0.060406,0.202559,0.070073,0.024381,0.668494,0.20288,0.196166,0.360825,0.268283,B
0.038108,0.378106,0.339871,0.357335,0.231898,0.285095,0.104718,0.045619,0.096372,0.229798,0.056866,0.026254,0.155764,0.024926,0.018375,0.065302,0.043042,0.020879,0.121841,0.159819,0.021599,0.286375,0.367804,0.258429,0.146702,0.220102,0.070495,0.061901,0.197732,0.213089,B
0.116949,0.192106,0.17653,0.185751,0.097222,0.245915,0.15769,0.083083,0.103082,0.476263,0.263269,0.019084,0.14825,0.02469,0.009111,0.1218,0.12601,0.04351,0.131843,0.153628,0.036144,0.14799,0.234808,0.146023,0.064368,0.25312,0.165818,0.124042,0.232096,0.322689,B
0.097731,0.207724,0.31045,0.196116,0.107105,0.311456,0.094166,0.056209,0.108002,0.481313,0.20198,0.055803,0.356657,0.056401,0.019963,0.164021,0.087857,0.034747,0.18799,0.369759,0.070243,0.157595,0.376333,0.143832,0.067366,0.268309,0.067711,0.060136,0.213162,0.335502,B
0.239669,0.193052,0.173148,0.183263,0.099555,0.223707,0.086804,0.063543,0.036014,0.239899,0.256529,0.026797,0.072467,0.023842,0.011539,0.086549,0.093415,0.04899,0.078954,0.056678,0.091283,0.168979,0.222015,0.151302,0.076558,0.26963,0.155825,0.166054,0.190928,0.20205,B
0.115112,0.310426,0.157254,0.301776,0.179343,0.407692,0.189896,0.156139,0.237624,0.416667,0.162174,0.05736,0.094678,0.061301,0.0313,0.229425,0.092739,0.060278,0.2491,0.167699,0.048547,0.255425,0.192964,0.24548,0.129276,0.480948,0.14554,0.190895,0.442612,0.278336,B
0.129214,0.392304,0.108218,0.375786,0.246872,0.263519,0.131648,0.138051,0.156909,0.15101,0.111626,0.0369,0.000575,0.036187,0.024651,0.087636,0.075916,0.04649,0.139667,0.023316,0.026298,0.336179,0.103945,0.315205,0.183715,0.336987,0.18561,0.236581,0.35567,0.148827,B
0.231011,0.167022,0.354413,0.171723,0.080891,0.537781,0.340225,0.151734,0.152485,0.435354,0.586773,0.080427,0.331462,0.0605,0.024483,0.345616,0.264503,0.115934,0.29248,0.210897,0.203737,0.114906,0.285981,0.110613,0.0465,0.388496,0.172318,0.103435,0.210859,0.161246,B
0.04329,0.174121,0.18397,0.163776,0.087423,0.318588,0.072511,0,0,0.438384,0.206192,0.07945,0.345827,0.065872,0.028349,0.237958,0.059468,0,0,0.348511,0.003704,0.128424,0.191365,0.113502,0.054832,0.240573,0.03941,0,0,0.225705,B
0.065985,0.315159,0.199188,0.301223,0.18316,0.375553,0.143918,0.110239,0.185437,0.331818,0.139848,0.077023,0.066522,0.05838,0.03808,0.161709,0.076817,0.045707,0.208941,0.15616,0.031066,0.246176,0.187367,0.21764,0.122444,0.373968,0.098777,0.122444,0.316907,0.190223,B
0.195855,0.103744,0.140345,0.106489,0.049799,0.221901,0.208975,0.1403,0.10835,0.64697,0.41428,0.108021,0.420969,0.087217,0.031225,0.238807,0.278848,0.108889,0.295511,0.47895,0.170225,0.073995,0.192164,0.075601,0.030697,0.179555,0.136324,0.111581,0.174811,0.338459,B
0.074708,0.185953,0.08928,0.175178,0.093404,0.293852,0.085363,0.02896,0.068042,0.196465,0.217987,0.023103,0.147366,0.024031,0.008009,0.059999,0.074789,0.027071,0.1