% An imbalanced version of the Abalone data set. where the possitive examples belong to the class 3 and the negative examples belong to the class 11. (IR: 32.47) @RELATION abalone-3_vs_11 @ATTRIBUTE Sex {F, I, M} @ATTRIBUTE Length REAL @ATTRIBUTE Diameter REAL @ATTRIBUTE Height REAL @ATTRIBUTE Whole_weight REAL @ATTRIBUTE Shucked_weight REAL @ATTRIBUTE Viscera_weight REAL @ATTRIBUTE Shell_weight REAL @ATTRIBUTE class STRING @DATA I,0.13,0.1,0.03,0.013,0.0045,0.003,0.004,positive I,0.11,0.09,0.03,0.008,0.0025,0.002,0.003,positive I,0.165,0.12,0.03,0.0215,0.007,0.005,0.005,positive M,0.21,0.15,0.05,0.0385,0.0155,0.0085,0.01,positive M,0.155,0.11,0.04,0.0155,0.0065,0.003,0.005,positive I,0.16,0.11,0.025,0.018,0.0065,0.0055,0.005,positive I,0.24,0.175,0.065,0.0665,0.031,0.0135,0.017,positive I,0.14,0.105,0.035,0.014,0.0055,0.0025,0.004,positive I,0.18,0.13,0.045,0.0275,0.0125,0.01,0.009,positive M,0.18,0.125,0.05,0.023,0.0085,0.0055,0.01,positive I,0.19,0.14,0.03,0.0315,0.0125,0.005,0.0105,positive I,0.165,0.12,0.05,0.021,0.0075,0.0045,0.014,positive I,0.215,0.15,0.055,0.041,0.015,0.009,0.0125,positive I,0.205,0.155,0.045,0.0495,0.0235,0.011,0.014,positive I,0.195,0.15,0.045,0.0375,0.018,0.006,0.011,positive M,0.49,0.38,0.135,0.5415,0.2175,0.095,0.19,negative M,0.355,0.28,0.095,0.2455,0.0955,0.062,0.075,negative F,0.56,0.44,0.14,0.9285,0.3825,0.188,0.3,negative F,0.58,0.45,0.185,0.9955,0.3945,0.272,0.285,negative M,0.575,0.425,0.14,0.8635,0.393,0.227,0.2,negative F,0.575,0.445,0.135,0.883,0.381,0.2035,0.26,negative M,0.57,0.48,0.175,1.185,0.474,0.261,0.38,negative F,0.555,0.425,0.14,0.788,0.282,0.1595,0.285,negative F,0.545,0.43,0.165,0.802,0.2935,0.183,0.28,negative F,0.545,0.41,0.125,0.6935,0.2975,0.146,0.21,negative F,0.53,0.415,0.115,0.5915,0.233,0.1585,0.18,negative F,0.49,0.375,0.135,0.6125,0.2555,0.102,0.22,negative M,0.56,0.455,0.155,0.797,0.34,0.19,0.2425,negative M,0.58,0.475,0.15,0.97,0.385,0.2165,0.35,negative F,0.63,0.48,0.16,1.199,0.5265,0.335,0.315,negative F,0.505,0.41,0.15,0.644,0.285,0.145,0.21,negative F,0.47,0.35,0.145,0.5175,0.187,0.1235,0.18,negative F,0.445,0.355,0.15,0.485,0.181,0.125,0.155,negative F,0.58,0.465,0.165,1.1015,0.404,0.2095,0.35,negative F,0.54,0.475,0.155,0.928,0.394,0.194,0.26,negative F,0.46,0.38,0.13,0.639,0.3,0.1525,0.16,negative F,0.515,0.425,0.135,0.712,0.2665,0.1605,0.25,negative M,0.49,0.395,0.14,0.549,0.2215,0.1275,0.15,negative M,0.62,0.465,0.19,1.3415,0.5705,0.3175,0.355,negative M,0.58,0.465,0.145,0.887,0.4405,0.1655,0.265,negative I,0.39,0.31,0.1,0.302,0.116,0.064,0.115,negative M,0.585,0.455,0.15,0.987,0.4355,0.2075,0.31,negative M,0.555,0.45,0.145,0.915,0.4,0.246,0.285,negative F,0.58,0.46,0.12,0.9935,0.4625,0.2385,0.28,negative I,0.49,0.38,0.12,0.529,0.2165,0.139,0.155,negative M,0.5,0.41,0.15,0.662,0.2815,0.137,0.22,negative F,0.565,0.49,0.155,0.9245,0.405,0.2195,0.255,negative M,0.575,0.47,0.14,0.8375,0.3485,0.1735,0.24,negative F,0.525,0.41,0.135,0.7085,0.293,0.1525,0.235,negative M,0.38,0.285,0.1,0.2665,0.115,0.061,0.075,negative F,0.52,0.405,0.12,0.627,0.2645,0.1415,0.181,negative M,0.55,0.45,0.13,0.92,0.378,0.2385,0.29,negative M,0.54,0.42,0.135,0.8075,0.3485,0.1795,0.235,negative F,0.655,0.51,0.155,1.2895,0.5345,0.2855,0.41,negative M,0.56,0.435,0.18,0.889,0.36,0.204,0.25,negative I,0.465,0.38,0.13,0.454,0.1895,0.08,0.155,negative I,0.52,0.405,0.14,0.5775,0.2,0.145,0.179,negative M,0.32,0.245,0.075,0.1555,0.0585,0.038,0.049,negative I,0.555,0.425,0.18,0.875,0.3695,0.2005,0.255,negative F,0.475,0.35,0.115,0.452,0.1715,0.092,0.155,negative F,0.545,0.415,0.15,0.7335,0.2795,0.163,0.2185,negative F,0.41,0.32,0.115,0.387,0.165,0.1005,0.0985,negative F,0.61,0.475,0.14,1.133,0.5275,0.2355,0.35,negative I,0.58,0.445,0.15,0.8865,0.383,0.209,0.255,negative F,0.625,0.49,0.175,1.233,0.5565,0.247,0.365,negative F,0.41,0.305,0.1,0.363,0.1735,0.065,0.11,negative I,0.495,0.39,0.125,0.6655,0.284,0.162,0.2,negative I,0.47,0.345,0.115,0.4885,0.2005,0.108,0.166,negative I,0.445,0.33,0.12,0.347,0.12,0.084,0.105,negative I,0.46,0.35,0.12,0.4885,0.193,0.105,0.155,negative I,0.47,0.35,0.13,0.466,0.1845,0.099,0.145,negative F,0.585,0.475,0.185,0.9585,0.4145,0.1615,0.33,negative I,0.535,0.45,0.17,0.781,0.3055,0.1555,0.295,negative M,0.455,0.35,0.12,0.4835,0.1815,0.144,0.16,negative F,0.5,0.375,0.115,0.5945,0.185,0.148,0.19,negative M,0.525,0.4,0.17,0.7305,0.279,0.2055,0.195,negative M,0.59,0.44,0.15,0.9555,0.366,0.2425,0.295,negative F,0.43,0.325,0.115,0.3865,0.1475,0.1065,0.11,negative M,0.315,0.25,0.09,0.203,0.0615,0.037,0.0795,negative M,0.375,0.3,0.1,0.2465,0.104,0.0475,0.083,negative M,0.525,0.4,0.13,0.8295,0.2405,0.1825,0.275,negative M,0.545,0.45,0.15,0.978,0.3365,0.1905,0.3,negative F,0.55,0.43,0.155,0.785,0.289,0.227,0.233,negative F,0.53,0.455,0.165,0.9805,0.3155,0.2815,0.2965,negative M,0.53,0.41,0.165,0.732,0.189,0.17,0.31,negative M,0.53,0.41,0.155,0.7155,0.2805,0.1685,0.214,negative M,0.52,0.42,0.16,0.745,0.255,0.157,0.2885,negative F,0.425,0.345,0.11,0.3665,0.125,0.081,0.117,negative F,0.54,0.42,0.14,0.805,0.369,0.1725,0.21,negative M,0.6,0.475,0.175,1.3445,0.549,0.2875,0.36,negative M,0.6,0.495,0.175,1.29,0.606,0.276,0.3445,negative F,0.62,0.505,0.16,1.3725,0.6285,0.275,0.3685,negative F,0.625,0.49,0.155,1.2085,0.465,0.162,0.411,negative M,0.65,0.525,0.175,1.4715,0.675,0.315,0.399,negative F,0.68,0.56,0.195,1.7775,0.861,0.322,0.415,negative F,0.685,0.54,0.16,1.6675,0.833,0.3775,0.475,negative F,0.695,0.56,0.22,1.834,0.8455,0.422,0.455,negative M,0.525,0.4,0.14,0.7325,0.334,0.1575,0.17,negative M,0.59,0.465,0.155,1.136,0.5245,0.2615,0.275,negative F,0.595,0.45,0.15,1.114,0.5865,0.2205,0.25,negative M,0.605,0.47,0.165,1.2315,0.6025,0.262,0.2925,negative M,0.61,0.47,0.15,1.1625,0.565,0.258,0.3085,negative F,0.62,0.51,0.18,1.3315,0.594,0.276,0.388,negative F,0.63,0.495,0.165,1.3075,0.599,0.284,0.315,negative M,0.635,0.49,0.175,1.375,0.623,0.2705,0.395,negative F,0.64,0.5,0.17,1.5175,0.693,0.326,0.409,negative M,0.645,0.52,0.175,1.636,0.779,0.342,0.432,negative M,0.645,0.5,0.175,1.3385,0.633,0.299,0.349,negative M,0.65,0.52,0.21,1.6785,0.6665,0.308,0.46,negative F,0.66,0.505,0.185,1.528,0.69,0.3025,0.441,negative M,0.67,0.525,0.165,1.6085,0.682,0.3145,0.4005,negative M,0.71,0.565,0.205,2.198,1.012,0.5225,0.5475,negative F,0.715,0.525,0.185,1.56,0.6655,0.383,0.405,negative F,0.735,0.6,0.22,2.555,1.1335,0.44,0.6,negative M,0.655,0.515,0.16,1.31,0.553,0.369,0.345,negative F,0.66,0.53,0.185,1.346,0.546,0.2705,0.476,negative F,0.71,0.56,0.18,1.652,0.735,0.381,0.4525,negative M,0.735,0.585,0.185,2.124,0.952,0.55,0.5,negative M,0.745,0.565,0.215,1.931,0.896,0.4585,0.5,negative F,0.75,0.57,0.21,2.236,1.109,0.5195,0.545,negative F,0.755,0.625,0.21,2.505,1.1965,0.513,0.6785,negative F,0.78,0.63,0.215,2.657,1.488,0.4985,0.586,negative I,0.465,0.34,0.11,0.346,0.1425,0.073,0.113,negative I,0.55,0.43,0.145,0.7895,0.3745,0.171,0.223,negative I,0.565,0.44,0.175,0.8735,0.414,0.21,0.21,negative M,0.565,0.39,0.125,0.744,0.352,0.13,0.1685,negative M,0.6,0.48,0.155,1.014,0.451,0.1885,0.325,negative F,0.6,0.465,0.155,1.04,0.4755,0.25,0.28,negative M,0.6,0.46,0.155,0.9595,0.4455,0.189,0.295,negative I,0.605,0.485,0.15,1.238,0.6315,0.226,0.33,negative I,0.605,0.435,0.13,0.9025,0.432,0.174,0.26,negative F,0.625,0.505,0.175,1.15,0.5475,0.256,0.3045,negative I,0.63,0.505,0.18,1.272,0.6025,0.295,0.315,negative M,0.645,0.51,0.16,1.1835,0.556,0.2385,0.345,negative M,0.645,0.525,0.16,1.5075,0.7455,0.245,0.4325,negative F,0.65,0.505,0.165,1.16,0.4785,0.274,0.349,negative F,0.65,0.59,0.22,1.662,0.77,0.378,0.435,negative M,0.65,0.525,0.175,1.5365,0.6865,0.3585,0.405,negative F,0.67,0.53,0.225,1.5615,0.63,0.487,0.3725,negative F,0.695,0.565,0.19,1.7635,0.7465,0.399,0.4975,negative M,0.705,0.555,0.215,2.141,1.0465,0.383,0.528,negative F,0.71,0.55,0.17,1.614,0.743,0.345,0.45,negative F,0.725,0.6,0.2,1.737,0.697,0.3585,0.595,negative F,0.73,0.58,0.19,1.7375,0.6785,0.4345,0.52,negative F,0.605,0.485,0.165,0.9515,0.4535,0.193,0.2765,negative F,0.61,0.485,0.17,1.1005,0.5125,0.229,0.305,negative M,0.625,0.47,0.18,1.136,0.451,0.3245,0.305,negative M,0.63,0.48,0.15,1.271,0.6605,0.2425,0.31,negative F,0.655,0.54,0.215,1.5555,0.695,0.296,0.444,negative M,0.655,0.51,0.215,1.7835,0.8885,0.4095,0.4195,negative M,0.67,0.545,0.2,1.7025,0.833,0.374,0.41,negative M,0.68,0.515,0.17,1.6115,0.8415,0.306,0.395,negative F,0.7,0.55,0.17,1.684,0.7535,0.3265,0.32,negative M,0.7,0.555,0.2,1.858,0.73,0.3665,0.595,negative M,0.75,0.55,0.18,1.893,0.942,0.397,0.445,negative I,0.555,0.46,0.145,0.9005,0.3845,0.158,0.2765,negative I,0.59,0.46,0.145,0.9015,0.419,0.1785,0.26,negative F,0.605,0.505,0.18,1.434,0.7285,0.264,0.431,negative F,0.62,0.54,0.165,1.139,0.4995,0.2435,0.357,negative I,0.62,0.49,0.16,1.066,0.446,0.246,0.305,negative M,0.625,0.49,0.165,1.1165,0.4895,0.2615,0.3325,negative M,0.63,0.49,0.17,1.1745,0.5255,0.273,0.339,negative M,0.63,0.495,0.175,1.2695,0.605,0.271,0.328,negative M,0.64,0.525,0.185,1.707,0.763,0.4205,0.4435,negative M,0.65,0.505,0.19,1.274,0.59,0.23,0.391,negative M,0.65,0.525,0.185,1.488,0.665,0.337,0.378,negative F,0.655,0.505,0.195,1.4405,0.688,0.3805,0.363,negative M,0.665,0.525,0.175,1.443,0.6635,0.3845,0.353,negative F,0.665,0.505,0.16,1.2915,0.631,0.2925,0.32,negative M,0.67,0.52,0.165,1.39,0.711,0.2865,0.3,negative F,0.67,0.54,0.195,1.619,0.74,0.3305,0.465,negative F,0.68,0.51,0.2,1.6075,0.714,0.339,0.4705,negative M,0.685,0.52,0.15,1.3735,0.7185,0.293,0.32,negative F,0.685,0.565,0.175,1.638,0.7775,0.375,0.438,negative F,0.705,0.545,0.17,1.58,0.6435,0.4565,0.265,negative M,0.71,0.575,0.215,2.009,0.9895,0.4475,0.502,negative F,0.73,0.56,0.19,1.9425,0.799,0.5195,0.5655,negative M,0.735,0.59,0.215,1.747,0.7275,0.403,0.557,negative F,0.75,0.565,0.215,1.938,0.7735,0.4825,0.575,negative F,0.61,0.475,0.15,1.1135,0.5195,0.2575,0.3005,negative M,0.625,0.49,0.185,1.169,0.5275,0.2535,0.344,negative M,0.635,0.495,0.195,1.172,0.445,0.3115,0.3475,negative M,0.65,0.525,0.19,1.6125,0.777,0.3685,0.3965,negative F,0.665,0.515,0.185,1.3405,0.5595,0.293,0.4375,negative M,0.695,0.53,0.19,1.726,0.7625,0.436,0.455,negative M,0.72,0.56,0.18,1.5865,0.691,0.375,0.4425,negative M,0.73,0.575,0.21,2.069,0.9285,0.409,0.643,negative I,0.42,0.325,0.1,0.368,0.1675,0.0625,0.1135,negative I,0.505,0.405,0.13,0.599,0.2245,0.1175,0.225,negative F,0.565,0.445,0.125,0.8305,0.3135,0.1785,0.23,negative M,0.565,0.455,0.155,0.9355,0.421,0.183,0.26,negative M,0.57,0.46,0.155,1.0005,0.454,0.205,0.265,negative M,0.57,0.455,0.155,0.832,0.3585,0.174,0.277,negative M,0.575,0.455,0.155,1.013,0.4685,0.2085,0.295,negative F,0.6,0.47,0.135,0.97,0.4655,0.1955,0.264,negative M,0.6,0.46,0.17,1.1805,0.456,0.337,0.329,negative F,0.6,0.465,0.16,1.133,0.466,0.2885,0.298,negative M,0.615,0.47,0.145,1.0285,0.4435,0.2825,0.285,negative F,0.62,0.495,0.17,1.062,0.372,0.213,0.34,negative M,0.625,0.495,0.155,1.0485,0.487,0.212,0.3215,negative F,0.625,0.445,0.16,1.09,0.46,0.2965,0.304,negative 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