housing_dataset.txt

一个非常经典的核统计学习工具箱。集成了kpca、kdr、ksri等。具有分类和回归双重功能。

0.0073096,0.2,0.12867,0,0.53909,0.62866,1,0.080123,0.17391,0.14695,0.042553,0.98747,0.14266,30.1
0.00012105,0.9,0.057185,0,0.05144,0.60682,0.34192,1,0.17391,0,0.46809,0.96863,0.076435,30.1
0.00045341,0.8,0.038856,0,0.039095,0.67944,0.34706,0.56192,0.043478,0.27099,0,0.89261,0.18985,30.3
0.00070574,0.45,0.10924,0,0.107,0.60893,0.28733,0.48652,0.17391,0.40267,0.2766,0.98187,0.081678,30.5
0.00876,0.2,0.12867,0,0.53909,0.66162,0.8414,0.091235,0.17391,0.14695,0.042553,0.96765,0.36038,30.7
0.0092047,0.2,0.12867,0,0.53909,0.72159,0.94336,0.086315,0.17391,0.14695,0.042553,0.99122,0.26269,31
0.00017478,0.6,0.090543,0,0.032922,0.62062,0.072091,0.46286,0,0.14885,0.31915,0.9911,0.09106,31.1
0.00027166,0.55,0.1217,0,0.2037,0.6348,0.25953,0.48521,0.17391,0.34924,0.53191,0.97748,0.07947,31.2
0.0048945,0,0.21041,0,0.24486,0.5731,0.19053,0.20419,0.30435,0.22901,0.51064,0.95824,0.056015,31.5
0.0056818,0,0.21041,0,0.25103,0.72753,0.70752,0.27448,0.30435,0.22901,0.51064,0.98278,0.082781,31.5
8.9918e-005,1,0.031525,0,0.053498,0.62368,0.38723,0.65429,0.17391,0.13168,0.26596,0.98991,0.061258,31.6
0.004564,0,0.21041,0,0.24486,0.69017,0.793,0.1897,0.30435,0.22901,0.51064,0.93741,0.12776,31.6
0.0008141,0.45,0.10924,0,0.107,0.61717,0.39341,0.2418,0.17391,0.40267,0.2766,0.99236,0.13659,32
0.0010084,0.4,0.21811,0,0.12757,0.63096,0.41092,0.28533,0.13043,0.12786,0.53191,1,0.034492,32
3.0797e-005,0.9,0.092009,0,0.030864,0.6758,0.18435,0.56177,0,0.18702,0.28723,0.9945,0.16887,32.2
0.00056334,0.4,0.21811,1,0.12757,0.61257,0.30896,0.26808,0.13043,0.12786,0.53191,1,0.049669,32.4
0.0010538,0,0.073314,0,0.21193,0.57521,0.95469,0.15617,0.086957,0.01145,0.55319,1,0.109,32.5
7.5194e-005,0.35,0.038856,0,0.11728,0.70512,0.47786,0.53727,0,0.18511,0.30851,0.99455,0.10375,32.7
0.00012881,0.95,0.037023,0,0.037037,0.68481,0.11329,0.59324,0.086957,0.41031,0.46809,0.96823,0.075055,32.9
0.00014825,0.175,0.033724,0,0.063992,0.67887,0.5829,0.73596,0.086957,0.055344,0.6383,0.99077,0.17439,33
0.00061762,0.4,0.21811,1,0.12757,0.6256,0.25438,0.33948,0.13043,0.12786,0.53191,0.9913,0.067053,33.1
0.0010529,0.34,0.20638,0,0.098765,0.65549,0.15242,0.39667,0.26087,0.27099,0.37234,0.98369,0.086369,33.1
0.0011057,0.4,0.21811,1,0.12757,0.7101,0.47477,0.3326,0.13043,0.12786,0.53191,0.98071,0.11921,33.2
0.00037979,0.8,0.038856,0,0.039095,0.71393,0.32132,0.56192,0.043478,0.27099,0,1,0.064845,33.3
0.00077228,0.33,0.06305,0,0.17901,0.73941,0.71061,0.17911,0.26087,0.066794,0.61702,1,0.13079,33.4
0.0059997,0.2,0.12867,0,0.53909,0.69783,0.81256,0.089343,0.17391,0.14695,0.042553,0.98966,0.21689,33.8
0.00035248,0.8,0.038856,0,0.039095,0.71144,0.36457,0.56192,0.043478,0.27099,0,0.98815,0.13493,34.6
0.0002357,0,0.2423,0,0.17284,0.69439,0.59938,0.34896,0.043478,0.10496,0.55319,0.98974,0.063466,34.7
0.00030651,0.75,0.091276,0,0.088477,0.66354,0.13285,0.38843,0.086957,0.12405,0.60638,0.99677,0.0068985,34.9
0.00086973,0.45,0.10924,0,0.107,0.69439,0.37075,0.31255,0.17391,0.40267,0.2766,1,0.10099,34.9
0.00028302,0.95,0.037023,0,0.037037,0.65415,0.1277,0.59324,0.086957,0.41031,0.46809,1,0.078091,34.9
0.0022936,0.2,0.10521,0,0.11914,0.62292,0.30175,0.27018,0.17391,0.055344,0.24468,1,0.086093,35.1
0.0024228,0.2,0.23827,1,0.16255,0.79134,0.5036,0.29435,0.086957,0.068702,0.6383,0.98454,0.13383,35.2
7.6318e-005,0.9,0.027859,0,0.037037,0.70665,0.19567,0.6881,0.17391,0.074427,0.56383,0.99755,0.084989,35.4
0.0003454,0.2,0.10521,0,0.11914,0.65281,0.35324,0.37421,0.17391,0.055344,0.24468,0.98822,0.078918,35.4
0.0073867,0.2,0.12867,0,0.53909,0.72274,1,0.069565,0.17391,0.14695,0.042553,0.96568,0.16722,36
0.00054884,0.33,0.06305,0,0.17901,0.70416,0.39341,0.26302,0.26087,0.066794,0.61702,0.99188,0.14349,36.1
0.00070507,0,0.06305,0,0.15021,0.6871,0.52832,0.44854,0.086957,0.066794,0.64894,1,0.099338,36.2
0.00070316,0,0.073314,0,0.21193,0.49492,0.61071,0.13352,0.086957,0.01145,0.55319,1,0.21302,36.2
0.00090278,0.45,0.10924,0,0.107,0.69304,0.24099,0.48652,0.17391,0.40267,0.2766,0.98384,0.031457,36.4
0.0061116,0.2,0.12867,0,0.53909,0.69841,0.91349,0.072793,0.17391,0.14695,0.042553,0.97728,0.17577,36.5
0.00094819,0.45,0.10924,0,0.107,0.64955,0.19156,0.48652,0.17391,0.40267,0.2766,0.95154,0.092991,37
0.00081533,0.8,0.16459,0,0.053498,0.6873,0.25541,0.36257,0.13043,0.11069,0.70213,1,0.050497,37.3
0.0042241,0,0.21041,0,0.24486,0.85821,0.86097,0.1897,0.30435,0.22901,0.51064,0.97599,0.038631,37.6
0.00095212,0,0.073314,0,0.21193,0.68864,0.91967,0.14286,0.086957,0.01145,0.55319,0.99299,0.085265,37.9
0.0012871,0,0.089076,0,0.12346,0.86377,0.75283,0.21512,0.043478,0.16985,0.57447,1,0.068433,38.7
0.00066944,0,0.073314,0,0.21193,0.80552,0.82801,0.14653,0.086957,0.01145,0.55319,0.99662,0.16087,39.8
0.013682,0,0.70088,0,0.45267,0.64802,0.97322,0.067992,0.17391,0.41221,0.2234,0.9156,0.078918,41.3
0.0063951,0,0.21041,0,0.25103,0.91512,0.72503,0.24632,0.30435,0.22901,0.51064,0.97229,0.020419,41.7
0.00017365,0.825,0.057551,0,0.061728,0.77582,0.13182,0.46744,0.043478,0.30725,0.2234,0.99617,0.038079,42.3
0.0040758,0.22,0.19795,0,0.09465,0.90017,0.056643,0.70721,0.26087,0.2729,0.69149,1,0.049945,42.8
0.0060041,0.2,0.12867,0,0.39095,0.74899,0.51184,0.15844,0.17391,0.14695,0.042553,0.98336,0.039459,43.5
0.00084916,0,0.089076,0,0.12346,0.81606,0.35015,0.21512,0.043478,0.16985,0.57447,0.9915,0.050773,43.8
0.00010183,0.9,0.1206,0,0.018519,0.74593,0.32235,0.47345,0.086957,0.10878,0.35106,0.97337,0.038079,44
0.0034732,0,0.21041,0,0.24486,0.90151,0.77652,0.16048,0.30435,0.22901,0.51064,0.97012,0.066501,44.8
0.00033112,0.2,0.10521,0,0.11914,0.81606,0.6344,0.32419,0.17391,0.055344,0.24468,0.97582,0.056015,45.4
0.00061785,0.2,0.10521,1,0.11914,0.78253,0.48198,0.37122,0.17391,0.055344,0.24468,0.95,0.03532,46
0.0032805,0,0.21041,0,0.24486,0.79038,0.14521,0.20419,0.30435,0.22901,0.51064,0.95111,0.06043,46.7
0.0036546,0,0.21041,0,0.25103,0.89787,0.69516,0.22936,0.30435,0.22901,0.51064,0.95474,0.061258,48.3
0.0057752,0.2,0.12867,0,0.53909,0.92681,0.91246,0.10538,0.17391,0.14695,0.042553,0.97468,0.11534,48.8
0.016377,0,0.70088,0,0.45267,0.75263,0.90525,0.076503,0.17391,0.41221,0.2234,0.94334,0,50
0.02054,0,0.70088,1,0.45267,0.81261,0.98146,0.082851,0.17391,0.41221,0.2234,0.98162,0.0052428,50
0.017002,0,0.70088,1,0.45267,0.9224,0.93718,0.093881,0.17391,0.41221,0.2234,0.97869,0.043874,50
0.022523,0,0.70088,0,0.45267,0.83694,0.96087,0.083323,0.17391,0.41221,0.2234,0.9304,0.05436,50
0.00055862,0,0.073314,0,0.21193,0.81816,0.52214,0.1882,0.086957,0.01145,0.55319,0.98923,0.075055,50
8.4186e-005,0.8,0,0,0.076132,0.8266,0.29969,0.41092,0.13043,0.12977,0.19149,0.99327,0.034216,50
0.00015477,0.95,0.081378,0,0.063992,0.85706,0.29866,0.36268,0.13043,0.070611,0.2234,0.98399,0.031733,50
0.0058515,0,0.21041,0,0.24486,0.98946,0.82492,0.16048,0.30435,0.22901,0.51064,0.96243,0.080022,50
0.0068025,0.2,0.12867,0,0.53909,0.98544,0.86509,0.061054,0.17391,0.14695,0.042553,0.98184,0.093543,50
0.0064294,0.2,0.12867,0,0.39095,0.90745,0.66014,0.11749,0.17391,0.14695,0.042553,0.96883,0.15756,50
0.054984,0,0.64663,0,0.50617,0.26998,1,0.018451,1,0.91412,0.80851,0.94609,0.042219,50
0.063658,0,0.64663,1,0.50617,0.5982,0.96704,0.020651,1,0.91412,0.80851,0.94561,0.055188,50
0.073423,0,0.64663,1,0.50617,0.662,0.97425,0.00662,1,0.91412,0.80851,0.98777,0.03394,50
0.1037,0,0.64663,0,0.50617,0.50872,1,0.0035919,1,0.91412,0.80851,0.92246,0.21523,50
0.092851,0,0.64663,1,0.5823,0.44338,0.89289,0,1,0.91412,0.80851,0.87639,0.1973,50
0.15994,0,0.64663,0,0.63374,0.53305,1,0.04042,1,0.91412,0.80851,1,0.51297,7.2
0.1327,0,0.64663,0,0.68519,0.62522,0.75798,0.060417,1,0.91412,0.80851,0.12136,0.57975,8.4
0.13006,0,0.64663,0,0.64815,0.28262,0.9691,0.058235,1,0.91412,0.80851,1,0.66087,9.7
0.24778,0,0.64663,0,0.73045,0.43246,0.92173,0.066983,1,0.91412,0.80851,0.98626,0.56236,10.5
0.23277,0,0.64663,0,0.56379,0.11056,1,0.0044103,1,0.91412,0.80851,0.93272,0.5963,11.9
0.027429,0,0.70088,0,1,0.32784,0.93821,0.055179,0.17391,0.41221,0.2234,0.22268,0.39763,13.1
0.013999,0,0.28152,0,0.31481,0.38494,0.98043,0.24264,0.13043,0.22901,0.89362,0.94874,0.53228,13.6
0.20784,0,0.64663,0,0.5823,0.11056,1,0.00067292,1,0.91412,0.80851,1,1,13.8
0.018234,0,0.78556,0,0.49177,0.27936,1,0.028172,0.13043,0.4771,0.91489,1,0.90177,14.4
0.070605,0,0.64663,0,0.73045,0.53267,0.96292,0.085697,1,0.91412,0.80851,0.80107,0.44316,14.9
0.010901,0,0.78556,0,0.49177,0.42077,0.98352,0.11061,0.13043,0.4771,0.91489,0.66176,0.42991,15.6
0.00020973,0,0.052419,0,0.27366,0.5708,0.58496,0.46716,0,0.44847,0.35106,0.9825,0.19095,16.5
0.054682,0,0.64663,0,0.47119,0.56007,0.93409,0.10691,1,0.91412,0.80851,0.99826,0.46772,16.7
0.00062156,0,0.14406,0,0.11728,0.44779,0.50875,0.62599,0.086957,0.31489,0.65957,0.91858,0.30188,17.2
0.0035062,0,0.34604,0,0.32716,0.45085,0.82698,0.26089,0.13043,0.22328,0.61702,0.98437,0.45806,17.8
0.0029455,0,0.33834,0,0.41152,0.42786,0.69722,0.16033,0.21739,0.38931,0.70213,1,0.34134,18.3
0.00027077,0,0.17339,0,0.26749,0.44721,0.58393,0.40788,0.17391,0.070611,0.80851,0.99473,0.24365,18.5
0.0012493,0.125,0.27163,0,0.28601,0.46906,0.82389,0.4635,0.17391,0.23664,0.2766,1,0.31843,18.9
0.0037512,0,0.78556,0,0.49177,0.55509,0.98867,0.089925,0.13043,0.4771,0.91489,0.99531,0.29994,19.2
0.0014196,0,0.29692,0,0.27778,0.43878,0.96601,0.08887,0.17391,0.37595,0.88298,0.99281,0.40673,19.5
0.043054,0,0.64663,0,0.79218,0.51542,0.90834,0.10602,1,0.91412,0.80851,0.88338,0.34382,19.9
0.0011802,0,1,0,0.46091,0.46407,0.83007,0.089143,0.13043,1,0.79787,1,0.32064,20.1
0.0089512,0,0.28152,0,0.31481,0.3631,0.34706,0.24251,0.13043,0.22901,0.89362,0.7279,0.27483,20.2
0.00094785,0.2,0.23827,1,0.16255,0.452,0.6035,0.25352,0.086957,0.068702,0.6383,0.98598,0.32892,20.7
0.00090761,0,0.45345,0,0.107,0.49416,0.44181,0.26925,0.17391,0.40267,0.64894,0.97494,0.23565,20.8
0.001308,0,0.23644,0,0.12963,0.48055,0.38208,0.41751,0.086957,0.087786,0.56383,0.98106,0.21578,21.2
0.16104,0,0.64663,0,0.47119,0.51121,0.87642,0.074712,1,0.91412,0.80851,0.96576,0.31402,21.4
0.041482,0,0.64663,0,0.68519,0.26863,0.91143,0.056625,1,0.91412,0.80851,0.79608,0.33858,21.9
0.008813,0,0.34604,0,0.32716,0.49071,0.5139,0.13738,0.13043,0.22328,0.61702,1,0.11727,22.1
0.0014623,0,0.37133,0,0.21399,0.44645,0.19979,0.25605,0.13043,0.17176,0.6383,1,0.25221,22.6
0.00095898,0,0.3794,0,0.057613,0.47979,0.050463,0.37808,0.13043,0.22519,0.70213,0.9849,0.10458,22.8
0.0012131,0,0.4923,1,0.33951,0.5388,0.92173,0.20312,0.17391,0.16985,0.40426,0.99203,0.242,23
0.0004415,0,0.4923,1,0.33951,0.44587,0.54686,0.18028,0.17391,0.16985,0.40426,0.98966,0.32506,23.3
0.00096055,0,0.1316,0,0.2572,0.54704,0.83625,0.13792,0.17391,0.20802,0.42553,0.99647,0.20171,23.6
0.00049758,0,0.14773,0,0.13169,0.54187,0.46447,0.33189,0.086957,0.1145,0.62766,1,0.21772,23.9
0.0014561,0,0.37133,1,0.21399,0.47959,0.57878,0.28277,0.13043,0.17176,0.6383,0.96071,0.35679,24.4
9.7674e-005,0.8,0.056818,0,0.10288,0.589,0.276,0.65604,0.13043,0.17748,0.46809,0.98497,0.11755,24.5
0.0023353,0.22,0.19795,0,0.09465,0.55126,0.061792,0.5699,0.26087,0.2729,0.69149,0.95,0.051325,24.8
0.0020727,0.22,0.19795,0,0.09465,0.60491,0.15036,0.60898,0.26087,0.2729,0.69149,0.99203,0.13328,26.2
0.00057356,0,0.14773,0,0.13169,0.58804,0.54789,0.30082,0.086957,0.1145,0.62766,0.9884,0.13245,26.6
0.0013825,0,0.4934,0,0.107,0.59724,0.29042,0.43929,0.13043,0.19466,0.3617,1,0.12528,28.6
0.0049634,0,0.21041,1,0.25103,0.60644,0.65499,0.22936,0.30435,0.22901,0.51064,0.90746,0.17439,29
0.00023952,0.75,0.091276,0,0.088477,0.58134,0.19464,0.38843,0.086957,0.12405,0.60638,0.9968,0.071468,30.8
0.0051325,0,0.21041,0,0.24486,0.73788,0.7621,0.23115,0.30435,0.22901,0.51064,0.94765,0.09713,31.7
0.00070001,0,0.089076,0,0.12346,0.73865,0.6138,0.21512,0.043478,0.16985,0.57447,1,0.12307,33.2
0.0002928,0,0.06305,0,0.15021,0.65856,0.44181,0.44854,0.086957,0.066794,0.64894,0.99428,0.033389,33.4
0.00057862,0,0.073314,0,0.21193,0.65511,0.57158,0.15453,0.086957,0.01145,0.55319,1,0.091336,37.2
0.0059323,0.2,0.12867,0,0.53909,0.75857,0.89083,0.091862,0.17391,0.14695,0.042553,0.97849,0.15259,43.1
0.00032348,0.95,0.081378,0,0.063992,0.82238,0.31205,0.36268,0.13043,0.070611,0.2234,0.98961,0.057395,48.5
9.7674e-005,0.9,0.027493,1,0.032922,0.83579,0.22554,0.43243,0,0.020992,0.10638,0.99652,0.039459,50