rel_ionosphere_mi.txt

利用支持向量回归进行概率密度估计

128.38,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
118,128.68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
86.597,120.17,128.94,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
78.416,118.23,95.259,128.97,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
84.987,118.42,102.24,98.215,128.9,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
79.807,119.59,98.283,96.846,96.913,128.99,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
81.906,117.55,100.5,100.15,100.98,99.648,128.97,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
78.464,116.76,97.789,95.561,97.164,96.887,98.596,128.99,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
80.219,117.12,101.23,100.85,102.53,101.57,103.91,99.817,129.01,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
82.061,120.12,99.941,99.226,100.43,101.36,103.02,98.619,99.598,128.99,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
82.579,116.11,99.949,98.526,100.17,97.701,101.88,97.321,102.54,100.87,128.99,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
77.417,117.22,96.855,95.516,99.158,97.591,101.52,97.885,101.43,100.2,97.37,129,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
75.367,110.2,95.773,95.013,95.963,93.469,97.871,92.712,96.183,96.03,94.283,94.781,128.98,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
76.342,116.84,97.121,95.744,96.607,95.579,100.26,95.387,99.43,98.276,98.834,96.572,92.093,129,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
76.481,108.51,95.703,94.396,95.217,94.401,98.132,91.988,97.276,92.677,94.259,93.348,91.79,93.202,128.96,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
79.477,119.33,98.846,97.335,97.903,98.163,101.24,99.018,103.4,101.52,99.564,98.695,96.79,95.819,94.557,128.99,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
75.063,110.22,96.255,96.215,98.256,95.89,99.062,95.979,99.071,94.889,96.687,95.135,91.509,94.608,91.434,97.169,128.98,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
73.896,115.28,97.924,95.983,98.917,98.185,100.46,96.84,100.39,98.576,98.03,95.926,94.001,95.315,94.227,97.233,93.945,129,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
72.775,108.44,94.322,94.745,96.623,95.152,98.278,94.006,96.041,94.073,95.101,93.68,90.748,93.274,89.617,95.512,90.315,94.036,128.97,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
75.13,115.94,95.989,94.566,98.003,97.577,100.19,94.53,96.778,96.884,97.19,95.934,94.285,96.124,92.688,96.438,94.185,93.788,91.848,128.99,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
73.935,110.55,95.507,94.711,96.381,94.678,98.138,95.043,97.609,97.075,96.691,94.971,93.145,93.445,93.789,96.182,92.439,96.185,90.502,95.342,129,0,0,0,0,0,0,0,0,0,0,0,0,0,0
75.386,115.63,95.629,94.835,96.607,96.16,98.135,94.945,97.356,97.814,96.505,97.537,92.433,94.984,91.742,96.607,93.911,95.127,92.739,94.528,92.585,128.99,0,0,0,0,0,0,0,0,0,0,0,0,0
75.495,110.55,95.728,94.74,96.663,94.966,97.355,95.122,98.944,98.023,95.441,94.889,91.75,93.157,92.304,94.143,92.48,94.012,91.394,94.604,91.543,94.56,129,0,0,0,0,0,0,0,0,0,0,0,0
74.114,113.84,96.072,95.219,98.13,96.159,99.255,94.842,99.631,99.384,96.673,97.04,93.115,95.161,95.019,96.754,93.451,94.378,93.856,94.338,94.418,94.254,93.175,129,0,0,0,0,0,0,0,0,0,0,0
75.177,111.11,94.675,95.013,96.753,98.028,98.691,97.045,99.365,98.142,96.152,93.712,93.962,94.423,93.433,97.069,94.448,93.449,92.063,94.866,93.649,96.4,92.101,96.37,129.02,0,0,0,0,0,0,0,0,0,0
73.606,114.16,95.005,94.912,98.558,97.647,101.31,96.277,99.669,98.656,97.604,95.535,95.573,95.929,93.921,98.568,93.997,95.32,92.337,94.168,95.724,94.918,95.187,94.513,94.393,129,0,0,0,0,0,0,0,0,0
83.549,119.08,101.67,102.65,103.47,106.3,106.42,102.55,104.88,103.97,104.24,102.12,101.5,100.93,100.65,103.16,99.524,98.764,96.885,99.217,98.726,100.94,98.505,101.93,96.028,101.93,128.94,0,0,0,0,0,0,0,0
70.704,111.91,94.49,93.221,96.297,94.733,97.313,94.257,98.528,97.202,96.85,95.038,92.109,93.874,92.083,96.926,93.562,93.983,91.334,93.545,92.501,94.286,93.59,93.145,93.701,93.235,101.37,129,0,0,0,0,0,0,0
73.933,109.61,94.541,94.012,95.879,96.46,97.591,96.566,98.636,97.047,95.678,95.228,93.672,94.842,92.325,95.182,92.044,91.674,91.526,93.486,93.341,94.363,91.137,93.95,91.139,94.415,96.507,92.383,129.01,0,0,0,0,0,0
74.599,114.97,95.528,94.745,98.861,97.744,100.95,96.473,98.593,98.052,96.558,95.796,93.659,95.428,92.279,97.903,93.223,94.57,91.727,94.919,94.102,94.992,93.766,94.909,93.954,93.425,101.78,92.704,92.538,128.99,0,0,0,0,0
73.169,109.84,95.571,94.788,95.769,95.336,98.493,95.215,98.042,97.435,96.931,95.089,91.952,92.028,93.123,96.239,94.345,93.543,92.694,95.149,93.449,94.062,92.702,93.935,93.074,95.86,98.473,92.836,91.962,95.41,129,0,0,0,0
73.707,113.47,96.321,95.457,97.25,96.185,100.65,94.99,98.426,98.649,95.636,96.108,92.932,93.661,93.258,96.976,93.201,95.641,92.983,94.733,93.477,93.824,93.517,93.562,95.316,94.81,102.43,93.321,94.847,93.122,93.036,128.99,0,0,0
77.837,114.9,101.15,100.11,99.877,100.1,100.82,99.419,103.23,102.67,100.98,101.45,96.488,98.746,95.866,99.113,97.778,98.682,95.977,98.341,97.044,97.218,96.361,98.7,98.836,100.96,104.46,98.073,96.689,100.29,98.002,99.221,129.01,0,0
78.97,119.4,99.814,98.099,100.08,99.143,100.69,97.346,101.22,100.38,99.77,99.9,95.059,98.172,94.847,98.882,96.628,98.033,94.927,96.702,95.111,95.851,95.481,95.963,98.653,97.773,104.53,96.667,98.237,96.788,97.929,96.578,99.499,129,0
91.844,107.82,95.79,88.704,92.793,89.213,92.863,87.276,92.041,90.844,89.24,88.452,84.95,87.855,84.447,89.114,85.661,86.954,84.393,86.543,85.92,86.291,85.429,85.662,85.899,86.537,90.522,84.947,85.228,86.135,86.038,85.504,89.642,88.333,128.04