abalone

使用高斯模型对威斯康辛州大学医学院长期乳腺癌数据进行了贝叶斯模式识别。识别率为95以上

M,0.455,0.365,0.095,0.514,0.2245,0.101,0.15,15
M,0.35,0.265,0.09,0.2255,0.0995,0.0485,0.07,7
F,0.53,0.42,0.135,0.677,0.2565,0.1415,0.21,9
M,0.44,0.365,0.125,0.516,0.2155,0.114,0.155,10
I,0.33,0.255,0.08,0.205,0.0895,0.0395,0.055,7
I,0.425,0.3,0.095,0.3515,0.141,0.0775,0.12,8
F,0.53,0.415,0.15,0.7775,0.237,0.1415,0.33,20
F,0.545,0.425,0.125,0.768,0.294,0.1495,0.26,16
M,0.475,0.37,0.125,0.5095,0.2165,0.1125,0.165,9
F,0.55,0.44,0.15,0.8945,0.3145,0.151,0.32,19
F,0.525,0.38,0.14,0.6065,0.194,0.1475,0.21,14
M,0.43,0.35,0.11,0.406,0.1675,0.081,0.135,10
M,0.49,0.38,0.135,0.5415,0.2175,0.095,0.19,11
F,0.535,0.405,0.145,0.6845,0.2725,0.171,0.205,10
F,0.47,0.355,0.1,0.4755,0.1675,0.0805,0.185,10
M,0.5,0.4,0.13,0.6645,0.258,0.133,0.24,12
I,0.355,0.28,0.085,0.2905,0.095,0.0395,0.115,7
F,0.44,0.34,0.1,0.451,0.188,0.087,0.13,10
M,0.365,0.295,0.08,0.2555,0.097,0.043,0.1,7
M,0.45,0.32,0.1,0.381,0.1705,0.075,0.115,9
M,0.355,0.28,0.095,0.2455,0.0955,0.062,0.075,11
I,0.38,0.275,0.1,0.2255,0.08,0.049,0.085,10
F,0.565,0.44,0.155,0.9395,0.4275,0.214,0.27,12
F,0.55,0.415,0.135,0.7635,0.318,0.21,0.2,9
F,0.615,0.48,0.165,1.1615,0.513,0.301,0.305,10
F,0.56,0.44,0.14,0.9285,0.3825,0.188,0.3,11
F,0.58,0.45,0.185,0.9955,0.3945,0.272,0.285,11
M,0.59,0.445,0.14,0.931,0.356,0.234,0.28,12
M,0.605,0.475,0.18,0.9365,0.394,0.219,0.295,15
M,0.575,0.425,0.14,0.8635,0.393,0.227,0.2,11
M,0.58,0.47,0.165,0.9975,0.3935,0.242,0.33,10
F,0.68,0.56,0.165,1.639,0.6055,0.2805,0.46,15
M,0.665,0.525,0.165,1.338,0.5515,0.3575,0.35,18
F,0.68,0.55,0.175,1.798,0.815,0.3925,0.455,19
F,0.705,0.55,0.2,1.7095,0.633,0.4115,0.49,13
M,0.465,0.355,0.105,0.4795,0.227,0.124,0.125,8
F,0.54,0.475,0.155,1.217,0.5305,0.3075,0.34,16
F,0.45,0.355,0.105,0.5225,0.237,0.1165,0.145,8
F,0.575,0.445,0.135,0.883,0.381,0.2035,0.26,11
M,0.355,0.29,0.09,0.3275,0.134,0.086,0.09,9
F,0.45,0.335,0.105,0.425,0.1865,0.091,0.115,9
F,0.55,0.425,0.135,0.8515,0.362,0.196,0.27,14
I,0.24,0.175,0.045,0.07,0.0315,0.0235,0.02,5
I,0.205,0.15,0.055,0.042,0.0255,0.015,0.012,5
I,0.21,0.15,0.05,0.042,0.0175,0.0125,0.015,4
I,0.39,0.295,0.095,0.203,0.0875,0.045,0.075,7
M,0.47,0.37,0.12,0.5795,0.293,0.227,0.14,9
F,0.46,0.375,0.12,0.4605,0.1775,0.11,0.15,7
I,0.325,0.245,0.07,0.161,0.0755,0.0255,0.045,6
F,0.525,0.425,0.16,0.8355,0.3545,0.2135,0.245,9
I,0.52,0.41,0.12,0.595,0.2385,0.111,0.19,8
M,0.4,0.32,0.095,0.303,0.1335,0.06,0.1,7
M,0.485,0.36,0.13,0.5415,0.2595,0.096,0.16,10
F,0.47,0.36,0.12,0.4775,0.2105,0.1055,0.15,10
M,0.405,0.31,0.1,0.385,0.173,0.0915,0.11,7
F,0.5,0.4,0.14,0.6615,0.2565,0.1755,0.22,8
M,0.445,0.35,0.12,0.4425,0.192,0.0955,0.135,8
M,0.47,0.385,0.135,0.5895,0.2765,0.12,0.17,8
I,0.245,0.19,0.06,0.086,0.042,0.014,0.025,4
F,0.505,0.4,0.125,0.583,0.246,0.13,0.175,7
M,0.45,0.345,0.105,0.4115,0.18,0.1125,0.135,7
M,0.505,0.405,0.11,0.625,0.305,0.16,0.175,9
F,0.53,0.41,0.13,0.6965,0.302,0.1935,0.2,10
M,0.425,0.325,0.095,0.3785,0.1705,0.08,0.1,7
M,0.52,0.4,0.12,0.58,0.234,0.1315,0.185,8
M,0.475,0.355,0.12,0.48,0.234,0.1015,0.135,8
F,0.565,0.44,0.16,0.915,0.354,0.1935,0.32,12
F,0.595,0.495,0.185,1.285,0.416,0.224,0.485,13
F,0.475,0.39,0.12,0.5305,0.2135,0.1155,0.17,10
I,0.31,0.235,0.07,0.151,0.063,0.0405,0.045,6
M,0.555,0.425,0.13,0.7665,0.264,0.168,0.275,13
F,0.4,0.32,0.11,0.353,0.1405,0.0985,0.1,8
F,0.595,0.475,0.17,1.247,0.48,0.225,0.425,20
M,0.57,0.48,0.175,1.185,0.474,0.261,0.38,11
F,0.605,0.45,0.195,1.098,0.481,0.2895,0.315,13
F,0.6,0.475,0.15,1.0075,0.4425,0.221,0.28,15
M,0.595,0.475,0.14,0.944,0.3625,0.189,0.315,9
F,0.6,0.47,0.15,0.922,0.363,0.194,0.305,10
F,0.555,0.425,0.14,0.788,0.282,0.1595,0.285,11
F,0.615,0.475,0.17,1.1025,0.4695,0.2355,0.345,14
F,0.575,0.445,0.14,0.941,0.3845,0.252,0.285,9
M,0.62,0.51,0.175,1.615,0.5105,0.192,0.675,12
F,0.52,0.425,0.165,0.9885,0.396,0.225,0.32,16
M,0.595,0.475,0.16,1.3175,0.408,0.234,0.58,21
M,0.58,0.45,0.14,1.013,0.38,0.216,0.36,14
F,0.57,0.465,0.18,1.295,0.339,0.2225,0.44,12
M,0.625,0.465,0.14,1.195,0.4825,0.205,0.4,13
M,0.56,0.44,0.16,0.8645,0.3305,0.2075,0.26,10
F,0.46,0.355,0.13,0.517,0.2205,0.114,0.165,9
F,0.575,0.45,0.16,0.9775,0.3135,0.231,0.33,12
M,0.565,0.425,0.135,0.8115,0.341,0.1675,0.255,15
M,0.555,0.44,0.15,0.755,0.307,0.1525,0.26,12
M,0.595,0.465,0.175,1.115,0.4015,0.254,0.39,13
F,0.625,0.495,0.165,1.262,0.507,0.318,0.39,10
M,0.695,0.56,0.19,1.494,0.588,0.3425,0.485,15
M,0.665,0.535,0.195,1.606,0.5755,0.388,0.48,14
M,0.535,0.435,0.15,0.725,0.269,0.1385,0.25,9
M,0.47,0.375,0.13,0.523,0.214,0.132,0.145,8
M,0.47,0.37,0.13,0.5225,0.201,0.133,0.165,7
F,0.475,0.375,0.125,0.5785,0.2775,0.085,0.155,10
I,0.36,0.265,0.095,0.2315,0.105,0.046,0.075,7
M,0.55,0.435,0.145,0.843,0.328,0.1915,0.255,15
M,0.53,0.435,0.16,0.883,0.316,0.164,0.335,15
M,0.53,0.415,0.14,0.724,0.3105,0.1675,0.205,10
M,0.605,0.47,0.16,1.1735,0.4975,0.2405,0.345,12
F,0.52,0.41,0.155,0.727,0.291,0.1835,0.235,12
F,0.545,0.43,0.165,0.802,0.2935,0.183,0.28,11
F,0.5,0.4,0.125,0.6675,0.261,0.1315,0.22,10
F,0.51,0.39,0.135,0.6335,0.231,0.179,0.2,9
F,0.435,0.395,0.105,0.3635,0.136,0.098,0.13,9
M,0.495,0.395,0.125,0.5415,0.2375,0.1345,0.155,9
M,0.465,0.36,0.105,0.431,0.172,0.107,0.175,9
I,0.435,0.32,0.08,0.3325,0.1485,0.0635,0.105,9
M,0.425,0.35,0.105,0.393,0.13,0.063,0.165,9
F,0.545,0.41,0.125,0.6935,0.2975,0.146,0.21,11
F,0.53,0.415,0.115,0.5915,0.233,0.1585,0.18,11
F,0.49,0.375,0.135,0.6125,0.2555,0.102,0.22,11
M,0.44,0.34,0.105,0.402,0.1305,0.0955,0.165,10
F,0.56,0.43,0.15,0.8825,0.3465,0.172,0.31,9
M,0.405,0.305,0.085,0.2605,0.1145,0.0595,0.085,8
F,0.47,0.365,0.105,0.4205,0.163,0.1035,0.14,9
I,0.385,0.295,0.085,0.2535,0.103,0.0575,0.085,7
F,0.515,0.425,0.14,0.766,0.304,0.1725,0.255,14
M,0.37,0.265,0.075,0.214,0.09,0.051,0.07,6
I,0.36,0.28,0.08,0.1755,0.081,0.0505,0.07,6
I,0.27,0.195,0.06,0.073,0.0285,0.0235,0.03,5
I,0.375,0.275,0.09,0.238,0.1075,0.0545,0.07,6
I,0.385,0.29,0.085,0.2505,0.112,0.061,0.08,8
M,0.7,0.535,0.16,1.7255,0.63,0.2635,0.54,19
M,0.71,0.54,0.165,1.959,0.7665,0.261,0.78,18
M,0.595,0.48,0.165,1.262,0.4835,0.283,0.41,17
F,0.44,0.35,0.125,0.4035,0.175,0.063,0.129,9
F,0.325,0.26,0.09,0.1915,0.085,0.036,0.062,7
I,0.35,0.26,0.095,0.211,0.086,0.056,0.068,7
I,0.265,0.2,0.065,0.0975,0.04,0.0205,0.028,7
F,0.425,0.33,0.115,0.406,0.1635,0.081,0.1355,8
F,0.305,0.23,0.08,0.156,0.0675,0.0345,0.048,7
M,0.345,0.255,0.09,0.2005,0.094,0.0295,0.063,9
F,0.405,0.325,0.11,0.3555,0.151,0.063,0.117,9
M,0.375,0.285,0.095,0.253,0.096,0.0575,0.0925,9
F,0.565,0.445,0.155,0.826,0.341,0.2055,0.2475,10
F,0.55,0.45,0.145,0.741,0.295,0.1435,0.2665,10
M,0.65,0.52,0.19,1.3445,0.519,0.306,0.4465,16
M,0.56,0.455,0.155,0.797,0.34,0.19,0.2425,11
M,0.475,0.375,0.13,0.5175,0.2075,0.1165,0.17,10
F,0.49,0.38,0.125,0.549,0.245,0.1075,0.174,10
M,0.46,0.35,0.12,0.515,0.224,0.108,0.1565,10
I,0.28,0.205,0.08,0.127,0.052,0.039,0.042,9
I,0.175,0.13,0.055,0.0315,0.0105,0.0065,0.0125,5
I,0.17,0.13,0.095,0.03,0.013,0.008,0.01,4
M,0.59,0.475,0.145,1.053,0.4415,0.262,0.325,15
F,0.605,0.5,0.185,1.1185,0.469,0.2585,0.335,9
F,0.635,0.515,0.19,1.3715,0.5065,0.305,0.45,10
F,0.605,0.485,0.16,1.0565,0.37,0.2355,0.355,10
F,0.565,0.45,0.135,0.9885,0.387,0.1495,0.31,12
M,0.515,0.405,0.13,0.722,0.32,0.131,0.21,10
F,0.575,0.46,0.19,0.994,0.392,0.2425,0.34,13
M,0.645,0.485,0.215,1.514,0.546,0.2615,0.635,16
F,0.58,0.455,0.17,0.9075,0.374,0.2135,0.285,13
F,0.575,0.46,0.165,1.124,0.2985,0.1785,0.44,13
M,0.605,0.465,0.165,1.056,0.4215,0.2475,0.34,13
F,0.605,0.485,0.16,1.222,0.53,0.2575,0.28,13
M,0.61,0.485,0.175,1.2445,0.544,0.297,0.345,12
F,0.725,0.56,0.21,2.141,0.65,0.398,1.005,18
F,0.65,0.545,0.23,1.752,0.5605,0.2895,0.815,16
M,0.725,0.57,0.19,2.55,1.0705,0.483,0.725,14
F,0.725,0.575,0.175,2.124,0.765,0.4515,0.85,20
F,0.68,0.57,0.205,1.842,0.625,0.408,0.65,20
M,0.705,0.56,0.22,1.981,0.8175,0.3085,0.76,14
F,0.68,0.515,0.175,1.6185,0.5125,0.409,0.62,12
M,0.695,0.55,0.215,1.9565,0.7125,0.541,0.59,14
F,0.53,0.395,0.145,0.775,0.308,0.169,0.255,7
M,0.525,0.435,0.155,1.065,0.486,0.233,0.285,8
F,0.52,0.405,0.115,0.776,0.32,0.1845,0.22,8
I,0.235,0.16,0.04,0.048,0.0185,0.018,0.015,5
I,0.36,0.26,0.09,0.1785,0.0645,0.037,0.075,7
I,0.315,0.21,0.06,0.125,0.06,0.0375,0.035,5
I,0.315,0.245,0.085,0.1435,0.053,0.0475,0.05,8
I,0.225,0.16,0.045,0.0465,0.025,0.015,0.015,4
M,0.58,0.475,0.15,0.97,0.385,0.2165,0.35,11
M,0.57,0.48,0.18,0.9395,0.399,0.2,0.295,14
M,0.64,0.51,0.175,1.368,0.515,0.266,0.57,21
F,0.56,0.45,0.16,1.0235,0.429,0.268,0.3,10
F,0.62,0.475,0.175,1.0165,0.4355,0.214,0.325,10
F,0.645,0.51,0.2,1.5675,0.621,0.367,0.46,12
M,0.62,0.49,0.19,1.218,0.5455,0.2965,0.355,13
F,0.63,0.48,0.15,1.0525,0.392,0.336,0.285,12
F,0.63,0.5,0.185,1.383,0.54,0.3315,0.38,10
F,0.63,0.48,0.16,1.199,0.5265,0.335,0.315,11
F,0.585,0.46,0.17,0.9325,0.365,0.271,0.29,9
M,0.615,0.48,0.18,1.1595,0.4845,0.2165,0.325,13
M,0.61,0.485,0.17,1.0225,0.419,0.2405,0.36,12
M,0.58,0.45,0.15,0.927,0.276,0.1815,0.36,14
I,0.355,0.275,0.085,0.22,0.092,0.06,0.15,8
F,0.51,0.4,0.14,0.8145,0.459,0.1965,0.195,10
M,0.5,0.405,0.155,0.772,0.346,0.1535,0.245,12
F,0.505,0.41,0.15,0.644,0.285,0.145,0.21,11
M,0.64,0.5,0.185,1.3035,0.4445,0.2635,0.465,16
M,0.56,0.45,0.16,0.922,0.432,0.178,0.26,15
M,0.585,0.46,0.185,0.922,0.3635,0.213,0.285,10
F,0.45,0.345,0.12,0.4165,0.1655,0.095,0.135,9
M,0.5,0.4,0.165,0.825,0.254,0.205,0.285,13
F,0.5,0.4,0.145,0.63,0.234,0.1465,0.23,12
F,0.53,0.435,0.17,0.8155,0.2985,0.155,0.275,13
M,0.42,0.335,0.115,0.369,0.171,0.071,0.12,8
F,0.44,0.34,0.14,0.482,0.186,0.1085,0.16,9
I,0.4,0.3,0.11,0.315,0.109,0.067,0.12,9
I,0.435,0.34,0.11,0.3795,0.1495,0.085,0.12,8
F,0.525,0.415,0.17,0.8325,0.2755,0.1685,0.31,13
I,0.37,0.28,0.095,0.2655,0.122,0.052,0.08,7
F,0.49,0.365,0.145,0.6345,0.1995,0.1625,0.22,10
M,0.335,0.25,0.09,0.181,0.0755,0.0415,0.06,7
F,0.415,0.325,0.105,0.38,0.1595,0.0785,0.12,12
M,0.5,0.405,0.14,0.6155,0.241,0.1355,0.205,9
F,0.485,0.395,0.16,0.66,0.2475,0.128,0.235,14
M,0.55,0.405,0.14,0.8025,0.244,0.1635,0.255,10
M,0.45,0.35,0.13,0.46,0.174,0.111,0.135,8
I,0.405,0.3,0.12,0.324,0.1265,0.07,0.11,7
M,0.47,0.36,0.135,0.501,0.1665,0.115,0.165,10
F,0.415,0.305,0.13,0.32,0.1305,0.0755,0.105,8
F,0.445,0.325,0.125,0.455,0.1785,0.1125,0.14,9
F,0.47,0.35,0.145,0.5175,0.187,0.1235,0.18,11
F,0.49,0.375,0.15,0.5755,0.22,0.144,0.19,9
F,0.445,0.355,0.15,0.485,0.181,0.125,0.155,11
I,0.425,0.38,0.105,0.3265,0.1285,0.0785,0.1,10
F,0.5,0.37,0.135,0.45,0.1715,0.1055,0.155,9
F,0.39,0.29,0.125,0.3055,0.121,0.082,0.09,7
I,0.365,0.27,0.085,0.205,0.078,0.0485,0.07,7
F,0.58,0.465,0.165,1.1015,0.404,0.2095,0.35,11
F,0.53,0.415,0.16,0.783,0.2935,0.158,0.245,15
M,0.555,0.445,0.135,0.836,0.336,0.1625,0.275,13
M,0.565,0.44,0.175,0.9025,0.31,0.193,0.325,14
M,0.625,0.505,0.215,1.4455,0.496,0.287,0.435,22
I,0.275,0.215,0.075,0.1155,0.0485,0.029,0.035,7
I,0.44,0.35,0.135,0.435,0.1815,0.083,0.125,12
I,0.295,0.225,0.08,0.124,0.0485,0.032,0.04,9
I,0.075,0.055,0.01,0.002,0.001,0.0005,0.0015,1
I,0.13,0.1,0.03,0.013,0.0045,0.003,0.004,3
I,0.11,0.09,0.03,0.008,0.0025,0.002,0.003,3
I,0.16,0.12,0.035,0.021,0.0075,0.0045,0.005,5
M,0.565,0.425,0.16,0.9425,0.3495,0.2185,0.275,17
I,0.27,0.2,0.07,0.1,0.034,0.0245,0.035,5
I,0.23,0.175,0.065,0.0645,0.026,0.0105,0.02,5
I,0.3,0.23,0.08,0.1275,0.0435,0.0265,0.04,8
I,0.33,0.255,0.085,0.1655,0.063,0.039,0.06,8
I,0.35,0.26,0.085,0.174,0.0705,0.0345,0.06,10
I,0.32,0.245,0.08,0.1585,0.0635,0.0325,0.05,13
I,0.36,0.275,0.085,0.1975,0.0745,0.0415,0.07,9
I,0.305,0.245,0.075,0.156,0.0675,0.038,0.045,7
I,0.345,0.27,0.11,0.2135,0.082,0.0545,0.07,7
I,0.33,0.25,0.105,0.1715,0.0655,0.035,0.06,7
M,0.59,0.47,0.18,1.1235,0.4205,0.2805,0.36,13
F,0.595,0.455,0.155,1.0605,0.5135,0.2165,0.3,12
F,0.575,0.46,0.185,1.094,0.4485,0.217,0.345,15
M,0.6,0.495,0.165,1.2415,0.485,0.2775,0.34,15
M,0.56,0.45,0.175,1.011,0.3835,0.2065,0.37,15
M,0.56,0.45,0.185,1.07,0.3805,0.175,0.41,19
M,0.545,0.46,0.16,0.8975,0.341,0.1655,0.345,10
F,0.635,0.505,0.17,1.415,0.605,0.297,0.365,15
F,0.59,0.475,0.16,1.1015,0.4775,0.2555,0.295,13
F,0.54,0.475,0.155,0.928,0.394,0.194,0.26,11
F,0.57,0.44,0.125,0.865,0.3675,0.1725,0.27,12
M,0.53,0.42,0.165,0.8945,0.319,0.239,0.245,11
I,0.245,0.195,0.06,0.095,0.0445,0.0245,0.026,4
M,0.27,0.2,0.08,0.1205,0.0465,0.028,0.04,6
F,0.46,0.38,0.13,0.639,0.3,0.1525,0.16,11
M,0.52,0.45,0.15,0.895,0.3615,0.186,0.235,14
M,0.35,0.275,0.11,0.2925,0.1225,0.0635,0.0905,8
M,0.47,0.39,0.15,0.6355,0.2185,0.0885,0.255,9
F,0.45,0.36,0.125,0.4995,0.2035,0.1,0.17,13
F,0.64,0.525,0.215,1.779,0.4535,0.2855,0.55,22
M,0.59,0.5,0.2,1.187,0.412,0.2705,0.37,16
M,0.62,0.485,0.205,1.219,0.3875,0.2505,0.385,14
M,0.63,0.505,0.225,1.525,0.56,0.3335,0.45,15
M,0.63,0.515,0.155,1.259,0.4105,0.197,0.41,13
M,0.655,0.54,0.215,1.844,0.7425,0.327,0.585,22
F,0.66,0.53,0.185,1.3485,0.493,0.245,0.49,12
M,0.61,0.5,0.24,1.642,0.532,0.3345,0.69,18
M,0.635,0.525,0.205,1.484,0.55,0.3115,0.43,20
F,0.515,0.425,0.135,0.712,0.2665,0.1605,0.25,11
F,0.535,0.415,0.185,0.8415,0.314,0.1585,0.3,15
I,0.36,0.285,0.105,0.2415,0.0915,0.057,0.075,7
F,0.455,0.355,0.12,0.4495,0.177,0.104,0.15,9
M,0.485,0.395,0.14,0.6295,0.2285,0.127,0.225,14
M,0.515,0.38,0.175,0.9565,0.325,0.158,0.31,14
F,0.535,0.415,0.17,0.879,0.295,0.1965,0.285,10