rel_ionosphere.txt

利用支持向量回归进行概率密度估计

108.57,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
100.83,128.68,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
103.66,104.53,99.837,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
104.89,106.46,94.129,98.128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
101.6,103.03,92.778,93.717,97.949,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
103.99,105.24,93.486,94.071,90.818,96.472,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
104.07,105.31,94.522,95.156,94.148,93.723,97.943,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
99.824,100.97,89.589,91.639,87.227,89.961,86.595,91.787,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
102.78,103.84,93.27,94.141,91.059,92.032,90.92,88.364,95.913,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
102.38,103.88,91.507,92.419,88.896,91.191,88.45,87.085,88.027,94.534,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
97.48,99.225,88.947,90.231,87.348,89.727,86.711,84.866,88.364,86.205,92.199,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
102.2,103.25,92.516,93.599,89.398,91.236,88.581,87.631,87.077,89.724,83.519,93.846,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
93.896,95.109,84.433,86.225,83.927,86.22,85.522,82.485,85.189,84.081,83.468,81.996,88.905,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
101.69,102.75,91.466,92.937,89.439,90.54,88.16,86.133,86.243,88.252,83.453,87.727,78.599,93.469,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
91.242,92.971,82.058,84.406,81.333,84.507,83.389,80.937,83.072,82.753,82.474,80.423,83.583,80.263,87.376,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
104.02,105.26,94.066,94.704,90.851,92.22,89.995,88.423,87.881,89.529,84.413,89.013,79.856,89.534,76.886,96.06,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
93.914,95.37,84.23,86.579,81.866,86.14,82.86,82.99,84.75,84.523,85.209,82.991,81.434,83.058,80.162,83.878,88.895,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
101.54,102.74,91.368,92.206,88.635,90.647,88.102,85.871,86.75,87.632,82.915,87.104,78.674,88.428,76.509,90.647,78.816,93.257,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
94.113,95.152,84.32,86.699,81.85,84.983,82.437,82.233,85.258,85.406,81.838,83.402,79.166,83.183,79.853,84.544,81.495,81.06,88.827,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
99.601,100.8,89.621,90.528,87.222,88.544,86.407,84.025,84.661,85.661,81.174,85.117,77.702,86.939,75.034,88.67,77.091,87.25,76.521,91.374,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
94.904,95.918,85.465,87.57,83.636,85.813,85.217,82.849,83.502,84.452,81.034,83.313,80.601,84.305,79.98,85.525,80.528,81.698,80.804,80.765,88.426,0,0,0,0,0,0,0,0,0,0,0,0,0,0
99.979,101,90.702,91.21,88.193,89.082,87.002,84.481,85.738,86.159,83.135,85.004,78.386,86.295,76.135,88.22,77.608,86.701,76.862,87.153,76.946,91.542,0,0,0,0,0,0,0,0,0,0,0,0,0
95.18,96.488,86.214,87.671,85.322,86.791,84.321,82.365,82.543,83.771,81.89,84.338,79.058,84.961,77.784,86.28,79.334,83.352,79.005,81.609,81.433,81.411,89.081,0,0,0,0,0,0,0,0,0,0,0,0
99.786,100.83,90.342,91.039,87.124,89.492,86.268,84.675,85.012,86.274,81.772,85.601,77.52,86.66,75.347,88.529,76.983,86.038,77.119,85.736,77.148,86.36,77.663,91.35,0,0,0,0,0,0,0,0,0,0,0
97.514,98.572,88.767,89.895,86.044,88.005,85.656,83.108,84.457,85.283,82.164,85.674,78.554,85.852,77.781,87.583,80.401,85.565,80.662,84.011,81.236,83.172,81.682,82.065,91.141,0,0,0,0,0,0,0,0,0,0
101.17,102.21,90.888,92.438,88.468,90.257,86.982,85.226,86.196,87.449,83.053,86.629,79.131,87.425,76.847,89.474,78.546,88.223,78.424,87.151,78.486,86.989,78.712,85.62,80.751,92.702,0,0,0,0,0,0,0,0,0
102.78,102.91,92.622,94.49,89.907,92.413,89.132,87.876,87.794,89.549,84.978,89.14,81.329,90.623,79.136,92.275,81.879,90.204,82.014,88.583,82.943,87.439,85.604,86.385,87.032,86.986,96.117,0,0,0,0,0,0,0,0
98.705,99.382,88.86,89.859,86.372,87.961,85.353,82.937,83.501,84.696,80.94,84.301,76.858,85.037,74.48,87.001,76.126,85.286,76.194,83.94,76.298,84.597,77.251,83.363,79.141,85.243,83.069,90.044,0,0,0,0,0,0,0
98.297,99.178,89.935,90.951,87.273,88.52,86.307,83.778,84.91,85.731,82.903,85.636,78.363,86.209,77.273,88.203,79.275,86.563,79.974,85.188,80.347,83.939,82.28,83.122,85.535,84.319,87.345,81.9,91.677,0,0,0,0,0,0
100.73,101.86,91.276,92.033,88.041,89.409,87.302,85.096,85.735,86.591,82.17,85.998,77.964,86.715,75.441,88.638,77.463,86.004,77.32,86.194,77.886,85.356,78.547,84.894,80.249,85.74,85.115,84.413,80.616,92.469,0,0,0,0,0
98.904,99.522,89.407,90.9,88.277,89.09,86.923,84.38,84.845,86.058,81.946,85.99,78.87,87.29,77.502,88.402,78.579,86.376,78.925,85.421,80.716,84.503,81.713,83.696,83.183,84.432,86.215,82.419,84.29,84.936,91.643,0,0,0,0
100.58,101.73,90.79,91.873,88.254,90.311,87.162,85.384,85.722,86.968,82.84,86.02,78.405,86.879,75.795,89.087,78.051,87.028,77.745,85.898,77.961,85.678,78.555,84.152,80.647,86.162,85.311,85.581,81.235,87.028,80.824,92.347,0,0,0
101.5,102.58,91.495,93.081,90.368,91.43,90.726,87.02,87.423,88.657,84.611,87.888,82.149,88.699,80.155,91.094,80.927,88.356,81.557,87.451,83.76,87.03,83.156,86.069,84.242,86.418,88.732,84.864,86.298,87.28,87.619,86.731,93.565,0,0
103.18,104.33,93.403,93.986,90.306,91.927,89.122,87.824,87.697,89.203,84.013,88.112,79.758,88.813,77.38,90.803,79.36,88.264,79.328,87.553,79.59,86.657,80.088,85.736,82.877,87.665,87.595,86.651,82.873,88.933,82.789,89.186,84.405,94.952,0
101.76,104.46,92.635,92.744,90.704,91.09,89.404,87.033,87.338,88.569,84.483,87.82,80.603,88.63,78.64,90.911,80.255,88.003,79.566,86.917,80.235,86.835,80.706,85.607,82.567,86.791,87.882,84.254,82.716,87.415,82.846,86.79,85.199,90.285,95.216