wdbc_train.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。

0.015283,0.559847,0.347311,0.532859,0.406575,0.330414,0.121036,0.18791,0.290408,0.247475,0,0.078508,0.103386,0.075673,0.055917,0.199137,0.066753,0.066237,0.277136,0.160663,0.026989,0.427962,0.327292,0.391404,0.258258,0.350855,0.086067,0.176518,0.444674,0.197516,M
0.095107,0.381892,0.316537,0.369498,0.236861,0.356775,0.204251,0.175398,0.215457,0.25303,0.193555,0.099402,0.185157,0.088253,0.059186,0.110106,0.105507,0.074924,0.1785,0.05119,0.02844,0.343294,0.427505,0.315703,0.192145,0.352836,0.177363,0.228914,0.38488,0.141336,M
0.489702,0.603389,0.341901,0.60058,0.450689,0.483615,0.507699,0.566307,0.484095,0.339899,0.358256,0.237045,0.092778,0.158225,0.160643,0.230105,0.362889,0.171717,0.373366,0.095514,0.219871,0.617218,0.361674,0.544798,0.429562,0.659248,0.55128,0.678035,0.861512,0.233392,M
0.222878,0.643144,0.272574,0.615783,0.501591,0.28988,0.181768,0.203608,0.348757,0.379798,0.141323,0.156437,0.082589,0.12444,0.12566,0.119387,0.081323,0.04697,0.253836,0.084539,0.09111,0.606901,0.303571,0.539818,0.435214,0.347553,0.154563,0.192971,0.639175,0.23359,M
0.587433,0.34261,0.4535,0.349527,0.197837,0.495351,0.680694,0.464152,0.328926,0.668687,0.536226,0.06319,0.386713,0.063846,0.046541,0.2127,1,0.294444,0.31559,0.608544,0.373989,0.277837,0.670576,0.278849,0.14186,0.542363,0.878433,0.677955,0.608935,0.709836,M
0.351305,0.323205,0.474806,0.330108,0.192704,0.719238,0.482854,0.365042,0.456064,0.601515,0.510741,0.16415,0.346932,0.148518,0.085764,0.241731,0.216511,0.078586,0.244554,0.170231,0.12476,0.400925,0.795043,0.388914,0.237859,1,0.478903,0.371086,0.691753,0.565149,M
0.106454,0.638885,0.397362,0.613019,0.493107,0.279137,0.196614,0.211856,0.299304,0.205556,0.038121,0.208546,0.15046,0.20671,0.143254,0.212326,0.218389,0.1075,0.316537,0.077785,0.104964,0.579509,0.377132,0.554261,0.384585,0.34095,0.197737,0.252236,0.496564,0.132663,M
0.279942,0.392778,0.429489,0.380969,0.240551,0.342512,0.263235,0.125937,0.162177,0.336869,0.278222,0.034003,0.029924,0.027659,0.023773,0.053608,0.087857,0.044798,0.113828,0.054005,0.058048,0.351121,0.426706,0.315703,0.193644,0.389157,0.293594,0.289936,0.421306,0.317366,M
0.16811,0.273984,0.431518,0.26211,0.153892,0.342331,0.117263,0.11038,0.134394,0.265152,0.225147,0.045338,0.22538,0.032983,0.024408,0.196689,0.073362,0.058889,0.168971,0.120842,0.059913,0.233369,0.56903,0.207331,0.11512,0.46708,0.121285,0.173882,0.320653,0.249162,M
0.243802,0.577358,0.432195,0.578467,0.426087,0.294304,0.378566,0.261012,0.336581,0.357071,0.112258,0.1174,0.157532,0.144937,0.088566,0.129551,0.260823,0.068333,0.231294,0.088197,0.086446,0.548915,0.534115,0.577668,0.369347,0.403024,0.516935,0.308706,0.586942,0.320915,M
0.039814,0.519144,0.348326,0.486559,0.355673,0.28338,0.146739,0.170876,0.278131,0.539899,0.006108,0.159008,0.188693,0.122509,0.08823,0.07856,0.046339,0.057854,0.186835,0.594614,0.034797,0.450018,0.421375,0.3924,0.264402,0.237932,0.090142,0.179633,0.407216,0.653854,M
0.178014,0.650717,0.724045,0.635132,0.541039,0.379706,0.291148,0.320291,0.429722,0.358081,0.142797,0.38403,0.277758,0.329454,0.360289,0.096475,0.094091,0.054116,0.175791,0.081443,0.048512,0.87371,0.936567,0.814732,0.797975,0.455194,0.230045,0.27492,0.570103,0.25685,M
0.205103,0.412656,0.358471,0.396724,0.264305,0.391261,0.210447,0.154475,0.257903,0.281818,0.11647,0.093572,0.174549,0.077699,0.063837,0.099024,0.153048,0.049343,0.185016,0.106771,0.053038,0.433298,0.554371,0.392898,0.266368,0.463779,0.317655,0.231789,0.529553,0.369012,M
0.327693,0.415022,0.32161,0.437496,0.260912,0.647016,0.665665,0.682755,0.617296,0.664141,0.549073,0.148072,0.213004,0.128163,0.082963,0.258898,0.475696,0.251338,0.432468,0.669049,0.222324,0.335468,0.323827,0.343593,0.179439,0.553589,0.463089,0.548882,0.733677,0.528287,M
0.038502,0.596763,0.517078,0.579849,0.444327,0.456532,0.243329,0.387769,0.450447,0.304545,0.083193,0.128879,0.224275,0.101729,0.092227,0.346296,0.127963,0.123914,0.283955,0.119998,0.031515,0.480612,0.504797,0.445191,0.303726,0.539061,0.152526,0.317652,0.50378,0.143505,M
0.475272,0.359648,0.399729,0.370534,0.212641,0.476393,0.513527,0.33388,0.436531,0.60202,0.406066,0.051783,0.137686,0.063752,0.026612,0.093109,0.21253,0.067702,0.256109,0.093685,0.097294,0.344717,0.564765,0.358534,0.174916,0.53708,0.61803,0.442412,0.928179,0.532032,M
0.169094,0.957878,0.411228,0.955774,0.893531,0.512503,0.527636,0.67268,0.9334,0.373737,0.163016,0.262394,0.247702,0.238562,0.227677,0.099194,0.173626,0.07851,0.235082,0.110711,0.06399,0.896122,0.555171,0.848598,0.744888,0.50208,0.364904,0.426518,0.923711,0.254485,M
0.366391,0.3038,0.365573,0.30993,0.17527,0.523337,0.391142,0.338566,0.406163,0.533333,0.490522,0.101068,0.126061,0.110069,0.050183,0.125812,0.153198,0.087172,0.252699,0.129003,0.107451,0.301672,0.470149,0.313213,0.162013,0.569438,0.347634,0.407827,0.704811,0.398186,M
0.207399,0.681007,0.182279,0.67383,0.527041,0.428546,0.405251,0.452671,0.623757,0.461111,0.25,0.083252,0.209689,0.077746,0.060251,0.092226,0.183991,0.086793,0.254404,0.124782,0.119958,0.52508,0.261727,0.50645,0.331744,0.317176,0.249061,0.321406,0.675601,0.229647,M
0.298177,0.59487,0.644572,0.620621,0.451113,0.360838,0.573339,0.417994,0.568588,0.420707,0.26032,0.264747,0.185378,0.301607,0.186026,0.157834,0.340959,0.097551,0.287744,0.161507,0.150533,0.609036,0.646322,0.638428,0.427841,0.375949,0.490545,0.339537,0.66701,0.246994,M
0.460186,0.416442,0.446398,0.427821,0.271092,0.567572,0.477946,0.499766,0.471123,0.523232,0.491786,0.159515,0.157311,0.133864,0.096803,0.237482,0.281702,0.150253,0.263307,0.099454,0.175822,0.436144,0.492537,0.397878,0.267106,0.755002,0.451349,0.58754,0.698969,0.336882,M
0.291355,0.395617,0.153872,0.405708,0.237922,0.493545,0.595424,0.486645,0.484891,0.737879,0.428812,0.118523,0.077219,0.123781,0.071177,0.172553,0.383243,0.162778,0.426596,0.40578,0.120891,0.360726,0.188166,0.371981,0.195561,0.44793,0.551183,0.503594,0.822337,0.611473,M
0.414929,0.323678,0.499831,0.335429,0.191898,0.573892,0.456168,0.317948,0.335934,0.613636,0.471988,0.131668,0.258089,0.104462,0.060232,0.27083,0.272689,0.087778,0.306119,0.231581,0.21075,0.287442,0.557569,0.276856,0.148152,0.71472,0.358306,0.270048,0.52268,0.411197,M
0.023678,0.643618,0.420358,0.628222,0.48632,0.345491,0.354027,0.384255,0.475199,0.356061,0.005897,0.271085,0.247481,0.295528,0.195925,0.217935,0.254288,0.138611,0.523773,0.335988,0.050793,0.544646,0.421642,0.537328,0.361483,0.307931,0.256823,0.308387,0.659794,0.264932,M
0.087367,0.360594,0.459249,0.346762,0.221082,0.308658,0.144102,0.196579,0.261978,0.286364,0.088458,0.110158,0.279968,0.101635,0.048951,0.224326,0.113918,0.085581,0.298541,0.133928,0.068274,0.279616,0.524787,0.257931,0.140828,0.396421,0.126913,0.213658,0.46701,0.179775,M
0.124164,0.313739,0.516402,0.305853,0.186299,0.381421,0.201613,0.202085,0.223111,0.277273,0.184288,0.124932,0.20549,0.099138,0.067871,0.141381,0.094842,0.066843,0.187933,0.095233,0.050447,0.322305,0.61967,0.289805,0.177276,0.365383,0.162034,0.253115,0.406873,0.214075,M
0.365735,0.523877,0.217788,0.528022,0.365854,0.486323,0.598798,0.394564,0.536779,0.551515,0.353201,0.31472,0.042057,0.261697,0.239071,0.21168,0.421621,0.117626,0.39212,0.253673,0.212788,0.514408,0.183635,0.496489,0.350177,0.506042,0.520137,0.302396,0.722337,0.430909,M
0.186738,0.344976,0.434224,0.34538,0.206278,0.461948,0.294522,0.342784,0.305119,0.437374,0.207666,0.033026,0.329473,0.053621,0.021924,0.149573,0.177081,0.117298,0.241712,0.093263,0.098849,0.261829,0.593017,0.26839,0.133479,0.441326,0.23868,0.338179,0.468041,0.223339,M
0.441821,0.502579,0.460602,0.519729,0.355037,0.363456,0.555242,0.500469,0.498012,0.321212,0.499789,0.295999,0.244165,0.237667,0.183224,0.171771,0.510695,0.166439,0.437772,0.1245,0.359479,0.485237,0.449094,0.464117,0.307658,0.327082,0.437766,0.41254,0.685911,0.145082,M
0.326381,0.40319,0.384511,0.408472,0.279788,0.535975,0.422428,0.356607,0.421521,0.517677,0.393429,0.455731,0.188472,0.408378,0.316957,0.220451,0.275167,0.11346,0.40519,0.173046,0.169983,0.542156,0.416578,0.531351,0.384094,0.531797,0.361799,0.336342,0.733333,0.283461,M
0.164305,0.817313,0.354751,0.845899,0.686108,0.831182,0.81995,1,1,0.805556,0.396167,0.506066,0.609928,0.426424,0.422486,0.734847,0.71956,0.322727,0.345141,0.528902,0.310248,0.643543,0.31903,0.649883,0.46397,0.650003,0.385278,0.463498,0.772509,0.326631,M
0.213695,0.771878,0.573554,0.795453,0.653871,0.554934,0.57978,0.825445,0.805169,0.575758,0.259688,0.160203,0.265161,0.184234,0.142619,0.25883,0.367696,0.226212,0.466944,0.195137,0.148563,0.611526,0.55064,0.63046,0.442587,0.544344,0.377808,0.630351,0.939175,0.3219,M
0.069133,0.525297,0.410213,0.508673,0.373489,0.190304,0.205632,0.258435,0.287177,0.358586,0.072452,0.190005,0.208805,0.167507,0.129918,0.129755,0.380839,0.154293,0.273537,0.190212,0.14307,0.420847,0.337953,0.391902,0.256292,0.112593,0.163974,0.202476,0.315498,0.158486,M
0.063295,0.474656,0.356781,0.455463,0.322715,0.316783,0.164591,0.16284,0.267893,0.487879,0.04781,0.171754,0.109441,0.1578,0.115163,0.11303,0.095968,0.049141,0.21273,0.211882,0.058255,0.42227,0.347281,0.396384,0.251868,0.263686,0.117696,0.154313,0.376632,0.337079,M
0.113079,0.46377,0.307406,0.452699,0.31508,0.325178,0.222195,0.197329,0.326839,0.420707,0.113311,0.176534,0.227811,0.158884,0.113071,0.149913,0.168594,0.066313,0.303845,0.183317,0.089763,0.431163,0.380597,0.399871,0.264157,0.301327,0.17911,0.185144,0.506529,0.245417,M
0.074315,0.62232,0.626987,0.604036,0.474019,0.407782,0.257714,0.337395,0.48663,0.349495,0.1131,0.236828,0.464728,0.20949,0.172279,0.137879,0.165064,0.099747,0.317863,0.15616,0.055387,0.560655,0.699094,0.520892,0.379915,0.300007,0.159997,0.256789,0.55945,0.198502,M
0.251148,0.321312,0.425431,0.323682,0.188929,0.608197,0.329182,0.324508,0.324354,0.390909,0.396167,0.183813,0.387155,0.195495,0.080124,0.410885,0.234536,0.117803,0.390225,0.267462,0.11785,0.300961,0.586087,0.304746,0.152797,0.677079,0.276421,0.304233,0.574914,0.29864,M
0.336219,0.438213,0.306392,0.449243,0.280636,0.487226,0.493283,0.45642,0.449901,0.412121,0.355518,0.063661,0.123121,0.080432,0.039761,0.096883,0.244525,0.097778,0.229021,0.084398,0.110077,0.377801,0.348348,0.380945,0.207875,0.43142,0.430102,0.401438,0.595189,0.237532,M
0.071166,0.565999,0.392289,0.551517,0.418452,0.338178,0.256181,0.253046,0.395179,0.263636,0.097936,0.245265,0.096645,0.222824,0.166695,0.092837,0.107159,0.057298,0.259519,0.084117,0.027749,0.602277,0.38806,0.575178,0.413095,0.317837,0.200163,0.214617,0.614777,0.194362,M
0.237439,0.428274,0.196145,0.428512,0.275589,0.381692,0.361082,0.282099,0.34995,0.364646,0.206403,0.081695,0.085617,0.088206,0.049436,0.140259,0.2268,0.093813,0.276378,0.095514,0.076911,0.385272,0.265458,0.367996,0.21746,0.477646,0.407981,0.395847,0.680756,0.286615,M
0.066312,0.490747,0.451471,0.464446,0.334931,0.306852,0.133489,0.067737,0.141004,0.254545,0.065501,0.104726,0.211457,0.085756,0.070243,0.136418,0.066152,0.031465,0.145312,0.087634,0.023603,0.424048,0.51839,0.38742,0.253834,0.348874,0.117696,0.096725,0.28299,0.174847,M
0.337531,0.373373,0.235374,0.379034,0.228632,0.573892,0.446353,0.39597,0.443489,0.55404,0.37321,0.114105,0.130105,0.105169,0.06421,0.179216,0.175579,0.076035,0.240765,0.11451,0.103271,0.387051,0.409115,0.381941,0.223604,0.770191,0.408175,0.375719,0.696564,0.398186,M
0.307359,0.402717,0.346973,0.405017,0.255016,0.572086,0.419668,0.443065,0.452932,0.438889,0.368155,0.193916,0.214551,0.184611,0.112268,0.18887,0.202992,0.125556,0.310475,0.149688,0.115294,0.472074,0.463486,0.456646,0.288488,0.640098,0.353164,0.44353,0.728866,0.319732,M
0.309983,0.576885,0.510315,0.612328,0.415483,0.404171,0.694497,0.483833,0.555666,0.675253,0.590564,0.305631,0.708937,0.485935,0.20433,0.048475,0.606228,0.224495,0.774768,0.520037,0.412683,0.463536,0.477612,0.504457,0.281852,0.214819,0.352194,0.290655,0.607216,0.317564,M
0.333596,0.480808,0.226243,0.498998,0.326278,0.595558,0.638672,0.522259,0.696322,1,0.509056,0.338403,0.136094,0.307167,0.195365,0.214706,0.268408,0.094242,0.454063,0.213852,0.226262,0.509427,0.25,0.507944,0.313557,0.550287,0.356657,0.307748,0.876289,0.493002,M
0.174078,0.43206,0.282043,0.423675,0.283987,0.402456,0.289307,0.221345,0.295378,0.404545,0.26369,0.214883,0.214772,0.17792,0.12566,0.171907,0.128639,0.077449,0.221065,0.152924,0.087724,0.426539,0.353145,0.391404,0.257521,0.397742,0.190461,0.223802,0.417869,0.241869,M
0.088023,0.354915,0.397362,0.348697,0.214083,0.377449,0.24566,0.282099,0.245427,0.512626,0.134794,0.111859,0.411024,0.11987,0.059896,0.260258,0.207123,0.135631,0.333586,0.22933,0.081333,0.294557,0.459222,0.288809,0.153288,0.392459,0.165236,0.267492,0.420962,0.286813,M
0.178473,0.522931,0.241461,0.509364,0.359067,0.332581,0.318447,0.255389,0.310835,0.333333,0.165122,0.067753,0.050919,0.054846,0.054106,0.081721,0.100249,0.075126,0.184751,0.071312,0.053245,0.442903,0.266525,0.412819,0.272021,0.364063,0.23218,0.342652,0.527491,0.251725,M
0.086842,0.397037,0.441326,0.389814,0.248017,0.355421,0.258328,0.262887,0.371918,0.331818,0.231887,0.072931,0.106325,0.062102,0.042283,0.277697,0.166642,0.114419,0.333965,0.236787,0.043088,0.302383,0.368337,0.284327,0.158695,0.3601,0.167273,0.227316,0.507216,0.195348,M
0.269054,0.187846,0.393642,0.194251,0.096543,0.632572,0.314153,0.244611,0.281759,0.421717,0.394693,0.045301,0.235988,0.050181,0.018991,0.215896,0.115571,0.06553,0.196439,0.080036,0.074112,0.174671,0.621535,0.183326,0.08081,0.790662,0.235284,0.321326,0.489347,0.275774,M
0.412305,0.292915,0.302672,0.291549,0.165896,0.570281,0.31814,0.287254,0.364811,0.539394,0.375105,0.063589,0.117906,0.053715,0.032589,0.163817,0.15853,0.073359,0.230157,0.13435,0.094945,0.275347,0.424574,0.260919,0.141123,0.709437,0.377711,0.39984,0.717526,0.46028,M
0.429359,0.253632,0.57998,0.258172,0.141633,0.458337,0.355561,0.254217,0.22674,0.44596,0.408804,0.106391,0.320191,0.088819,0.051621,0.251045,0.271863,0.095025,0.250237,0.153346,0.165043,0.274635,0.728145,0.255441,0.143458,0.708776,0.430102,0.353435,0.501375,0.325251,M
0.201364,0.711297,0.412242,0.714602,0.567762,0.484517,0.539906,0.573571,0.746024,0.385859,0.240944,0.324642,0.075075,0.320596,0.230479,0.076996,0.194956,0.090303,0.278651,0.10269,0.100231,0.701885,0.367271,0.720106,0.501819,0.384534,0.350448,0.379872,0.835739,0.231815,M
0.260068,0.620427,0.478526,0.628222,0.468081,0.499865,0.504325,0.534911,0.636183,0.600505,0.520851,0.347818,0.305605,0.332045,0.2316,0.212496,0.33848,0.193157,0.366736,0.274076,0.173887,0.560299,0.464019,0.539818,0.371313,0.419534,0.30252,0.39393,0.660825,0.340824,M
0.160304,0.518198,0.499493,0.49347,0.362842,0.324276,0.156095,0.133529,0.235785,0.241414,0.108256,0.112149,0.237093,0.094614,0.072858,0.126831,0.070884,0.04096,0.161432,0.08876,0.064128,0.462113,0.604211,0.421784,0.278903,0.398402,0.148742,0.166134,0.390378,0.185098,M