% An imbalanced version of the Abalone data set. where the possitive examples belong to the class 21 and the negative examples belong to the class 8. (IR: 40.5)
@RELATION abalone-21_vs_8

@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
M,0.595,0.475,0.16,1.3175,0.408,0.234,0.58,positive
M,0.64,0.51,0.175,1.368,0.515,0.266,0.57,positive
F,0.63,0.485,0.19,1.2435,0.4635,0.3055,0.39,positive
F,0.56,0.455,0.125,0.943,0.344,0.129,0.375,positive
M,0.735,0.59,0.225,1.756,0.637,0.3405,0.58,positive
I,0.53,0.415,0.145,0.944,0.3845,0.185,0.265,positive
M,0.49,0.39,0.15,0.573,0.225,0.124,0.17,positive
F,0.49,0.365,0.13,0.6835,0.165,0.1315,0.205,positive
F,0.625,0.42,0.165,1.0595,0.358,0.165,0.445,positive
F,0.68,0.55,0.2,1.596,0.525,0.4075,0.585,positive
M,0.67,0.55,0.17,1.247,0.472,0.2455,0.4,positive
F,0.665,0.5,0.175,1.742,0.595,0.3025,0.725,positive
F,0.67,0.535,0.185,1.597,0.6275,0.35,0.47,positive
M,0.675,0.555,0.2,1.4385,0.545,0.2665,0.465,positive
I,0.425,0.3,0.095,0.3515,0.141,0.0775,0.12,negative
M,0.465,0.355,0.105,0.4795,0.227,0.124,0.125,negative
F,0.45,0.355,0.105,0.5225,0.237,0.1165,0.145,negative
I,0.52,0.41,0.12,0.595,0.2385,0.111,0.19,negative
F,0.5,0.4,0.14,0.6615,0.2565,0.1755,0.22,negative
M,0.445,0.35,0.12,0.4425,0.192,0.0955,0.135,negative
M,0.47,0.385,0.135,0.5895,0.2765,0.12,0.17,negative
M,0.52,0.4,0.12,0.58,0.234,0.1315,0.185,negative
M,0.475,0.355,0.12,0.48,0.234,0.1015,0.135,negative
F,0.4,0.32,0.11,0.353,0.1405,0.0985,0.1,negative
M,0.47,0.375,0.13,0.523,0.214,0.132,0.145,negative
M,0.405,0.305,0.085,0.2605,0.1145,0.0595,0.085,negative
I,0.385,0.29,0.085,0.2505,0.112,0.061,0.08,negative
F,0.425,0.33,0.115,0.406,0.1635,0.081,0.1355,negative
M,0.525,0.435,0.155,1.065,0.486,0.233,0.285,negative
I,0.315,0.245,0.085,0.1435,0.053,0.0475,0.05,negative
I,0.355,0.275,0.085,0.22,0.092,0.06,0.15,negative
M,0.42,0.335,0.115,0.369,0.171,0.071,0.12,negative
I,0.435,0.34,0.11,0.3795,0.1495,0.085,0.12,negative
M,0.45,0.35,0.13,0.46,0.174,0.111,0.135,negative
F,0.415,0.305,0.13,0.32,0.1305,0.0755,0.105,negative
I,0.3,0.23,0.08,0.1275,0.0435,0.0265,0.04,negative
I,0.33,0.255,0.085,0.1655,0.063,0.039,0.06,negative
M,0.35,0.275,0.11,0.2925,0.1225,0.0635,0.0905,negative
M,0.37,0.28,0.1,0.252,0.1065,0.0595,0.074,negative
M,0.36,0.295,0.105,0.241,0.0865,0.053,0.095,negative
I,0.36,0.28,0.09,0.2255,0.0885,0.04,0.09,negative
F,0.4,0.325,0.12,0.3185,0.134,0.0565,0.095,negative
F,0.46,0.425,0.155,0.746,0.3005,0.152,0.24,negative
I,0.375,0.305,0.115,0.2715,0.092,0.074,0.09,negative
F,0.61,0.495,0.185,1.153,0.536,0.2905,0.245,negative
M,0.47,0.38,0.145,0.5865,0.2385,0.144,0.185,negative
M,0.45,0.355,0.115,0.479,0.2125,0.1045,0.15,negative
M,0.57,0.44,0.095,0.827,0.3395,0.2215,0.235,negative
I,0.29,0.225,0.07,0.101,0.036,0.0235,0.035,negative
I,0.335,0.26,0.1,0.192,0.0785,0.0585,0.07,negative
M,0.445,0.35,0.115,0.3615,0.1565,0.0695,0.117,negative
M,0.255,0.195,0.065,0.08,0.0315,0.018,0.027,negative
F,0.44,0.34,0.105,0.364,0.148,0.0805,0.1175,negative
F,0.38,0.305,0.095,0.2815,0.1255,0.0525,0.09,negative
M,0.355,0.265,0.09,0.168,0.05,0.041,0.063,negative
M,0.355,0.265,0.085,0.201,0.069,0.053,0.0695,negative
I,0.485,0.375,0.14,0.521,0.2,0.123,0.17,negative
M,0.385,0.275,0.115,0.2685,0.0975,0.0825,0.085,negative
I,0.45,0.35,0.13,0.547,0.245,0.1405,0.1405,negative
F,0.48,0.365,0.135,0.6395,0.2945,0.113,0.175,negative
M,0.49,0.385,0.125,0.609,0.3065,0.096,0.1775,negative
M,0.525,0.395,0.13,0.7635,0.3375,0.1425,0.225,negative
F,0.55,0.43,0.125,0.923,0.4035,0.175,0.283,negative
F,0.595,0.48,0.16,1.2095,0.5225,0.296,0.32,negative
F,0.64,0.51,0.165,1.486,0.7595,0.332,0.321,negative
I,0.315,0.23,0.07,0.144,0.053,0.0305,0.04,negative
I,0.435,0.325,0.12,0.3995,0.1815,0.061,0.1125,negative
I,0.45,0.355,0.105,0.4445,0.197,0.093,0.1335,negative
M,0.47,0.365,0.12,0.612,0.327,0.15,0.14,negative
F,0.47,0.365,0.12,0.582,0.29,0.092,0.146,negative
M,0.48,0.36,0.1,0.439,0.194,0.099,0.115,negative
M,0.49,0.385,0.125,0.649,0.32,0.124,0.1695,negative
I,0.505,0.39,0.15,0.685,0.362,0.131,0.156,negative
I,0.505,0.355,0.125,0.601,0.25,0.1205,0.185,negative
M,0.51,0.39,0.135,0.769,0.3935,0.1455,0.19,negative
M,0.51,0.41,0.145,0.796,0.3865,0.1815,0.1955,negative
F,0.515,0.43,0.14,0.834,0.367,0.2,0.23,negative
F,0.525,0.415,0.14,0.724,0.3475,0.173,0.175,negative
F,0.53,0.425,0.15,0.8495,0.328,0.232,0.202,negative
F,0.535,0.4,0.135,0.8215,0.3935,0.196,0.205,negative
M,0.535,0.43,0.14,0.7165,0.2855,0.1595,0.2155,negative
M,0.535,0.435,0.14,0.874,0.3735,0.229,0.2195,negative
F,0.565,0.4,0.13,0.6975,0.3075,0.1665,0.18,negative
F,0.57,0.455,0.15,1.107,0.54,0.255,0.27,negative
M,0.57,0.445,0.14,1.0635,0.5265,0.2195,0.24,negative
F,0.58,0.46,0.18,1.0515,0.4095,0.2595,0.276,negative
F,0.58,0.45,0.145,1.137,0.5585,0.22,0.29,negative
M,0.59,0.47,0.16,1.206,0.479,0.2425,0.309,negative
F,0.59,0.455,0.145,1.063,0.5155,0.2445,0.25,negative
F,0.615,0.48,0.16,1.2525,0.585,0.2595,0.33,negative
M,0.63,0.485,0.155,1.278,0.637,0.275,0.31,negative
M,0.63,0.48,0.15,1.1785,0.5185,0.248,0.3235,negative
M,0.645,0.52,0.175,1.561,0.709,0.3555,0.4,negative
F,0.645,0.505,0.165,1.4325,0.684,0.308,0.336,negative
M,0.69,0.525,0.175,1.7005,0.8255,0.362,0.405,negative
I,0.445,0.335,0.11,0.411,0.1985,0.0935,0.109,negative
I,0.45,0.365,0.125,0.462,0.2135,0.0985,0.1315,negative
I,0.48,0.38,0.125,0.6245,0.3395,0.1085,0.1665,negative
I,0.5,0.38,0.125,0.519,0.2485,0.1135,0.134,negative
I,0.51,0.38,0.115,0.5155,0.215,0.1135,0.166,negative
I,0.515,0.385,0.125,0.6115,0.3175,0.1265,0.15,negative
I,0.52,0.38,0.135,0.5395,0.2295,0.133,0.157,negative
I,0.52,0.38,0.125,0.5545,0.288,0.1295,0.167,negative
I,0.525,0.395,0.12,0.608,0.297,0.1395,0.1405,negative
I,0.53,0.4,0.125,0.617,0.279,0.127,0.19,negative
F,0.55,0.415,0.135,0.8145,0.427,0.1855,0.175,negative
F,0.55,0.43,0.15,0.84,0.395,0.195,0.223,negative
M,0.56,0.445,0.16,0.8965,0.42,0.2175,0.2215,negative
F,0.56,0.44,0.155,0.6405,0.336,0.1765,0.245,negative
M,0.56,0.415,0.145,0.852,0.43,0.1885,0.205,negative
I,0.57,0.44,0.15,0.755,0.3425,0.16,0.224,negative
M,0.58,0.455,0.15,1.114,0.4765,0.2155,0.265,negative
M,0.58,0.45,0.145,1.0025,0.547,0.1975,0.2295,negative
M,0.59,0.47,0.15,0.9955,0.481,0.232,0.24,negative
M,0.6,0.455,0.17,1.1915,0.696,0.2395,0.24,negative
F,0.6,0.465,0.15,1.1025,0.5455,0.262,0.25,negative
M,0.61,0.485,0.16,1.0145,0.5315,0.212,0.2415,negative
M,0.62,0.47,0.135,1.0195,0.5315,0.2005,0.2475,negative
M,0.62,0.45,0.2,0.858,0.4285,0.1525,0.2405,negative
F,0.62,0.48,0.16,1.1125,0.5635,0.2445,0.281,negative
M,0.625,0.48,0.185,1.2065,0.587,0.29,0.286,negative
M,0.665,0.525,0.16,1.363,0.629,0.279,0.34,negative
M,0.72,0.565,0.145,1.187,0.691,0.1945,0.2685,negative
I,0.35,0.255,0.09,0.1785,0.0855,0.0305,0.0525,negative
I,0.375,0.28,0.08,0.2025,0.0825,0.048,0.065,negative
I,0.38,0.27,0.08,0.2105,0.0865,0.042,0.07,negative
I,0.385,0.28,0.085,0.2175,0.097,0.038,0.067,negative
I,0.395,0.305,0.105,0.284,0.1135,0.0595,0.0945,negative
I,0.395,0.295,0.095,0.2725,0.115,0.0625,0.085,negative
I,0.43,0.34,0.0,0.428,0.2065,0.086,0.115,negative
I,0.43,0.315,0.095,0.378,0.175,0.08,0.1045,negative
I,0.455,0.345,0.105,0.4005,0.164,0.0755,0.126,negative
F,0.455,0.365,0.115,0.4305,0.184,0.108,0.1245,negative
I,0.455,0.33,0.1,0.372,0.358,0.0775,0.11,negative
F,0.46,0.365,0.125,0.4785,0.206,0.1045,0.141,negative
I,0.47,0.365,0.1,0.411,0.175,0.0855,0.135,negative
I,0.47,0.355,0.18,0.48,0.2055,0.105,0.1505,negative
I,0.47,0.355,0.12,0.393,0.167,0.0885,0.115,negative
I,0.475,0.355,0.1,0.5035,0.2535,0.091,0.14,negative
I,0.475,0.38,0.12,0.441,0.1785,0.0885,0.1505,negative
I,0.475,0.36,0.11,0.492,0.211,0.11,0.15,negative
I,0.48,0.355,0.115,0.4725,0.2065,0.112,0.132,negative
I,0.48,0.365,0.1,0.461,0.2205,0.0835,0.135,negative
I,0.495,0.355,0.12,0.4965,0.214,0.1045,0.1495,negative
M,0.495,0.395,0.12,0.553,0.224,0.1375,0.167,negative
I,0.505,0.405,0.13,0.6015,0.3015,0.11,0.18,negative
I,0.505,0.395,0.105,0.551,0.248,0.103,0.171,negative
I,0.535,0.415,0.15,0.5765,0.3595,0.135,0.225,negative
I,0.545,0.435,0.135,0.7715,0.372,0.148,0.227,negative
I,0.545,0.405,0.135,0.5945,0.27,0.1185,0.185,negative
F,0.565,0.45,0.145,0.8495,0.4215,0.1685,0.225,negative
M,0.565,0.445,0.15,0.796,0.3635,0.184,0.219,negative
F,0.58,0.445,0.15,0.858,0.4,0.156,0.253,negative
M,0.585,0.45,0.18,0.7995,0.336,0.1855,0.237,negative
I,0.405,0.31,0.095,0.3425,0.1785,0.064,0.0855,negative
M,0.44,0.32,0.12,0.4565,0.2435,0.092,0.1025,negative
I,0.46,0.355,0.11,0.436,0.1975,0.096,0.125,negative
M,0.475,0.37,0.125,0.649,0.347,0.136,0.142,negative
M,0.485,0.39,0.085,0.6435,0.2945,0.103,0.198,negative
I,0.515,0.395,0.125,0.556,0.2695,0.096,0.17,negative
M,0.52,0.4,0.125,0.559,0.254,0.139,0.149,negative
M,0.525,0.4,0.14,0.7205,0.3685,0.145,0.1735,negative
M,0.53,0.4,0.125,0.7575,0.398,0.151,0.175,negative
F,0.56,0.43,0.15,0.8745,0.453,0.161,0.22,negative
M,0.57,0.445,0.15,0.9875,0.504,0.207,0.249,negative
M,0.575,0.46,0.165,0.9155,0.4005,0.2465,0.2385,negative
M,0.585,0.455,0.15,0.906,0.4095,0.23,0.2335,negative
M,0.59,0.44,0.15,0.8725,0.387,0.215,0.245,negative
F,0.59,0.46,0.145,0.9905,0.453,0.2205,0.275,negative
M,0.6,0.455,0.155,0.945,0.4365,0.2085,0.25,negative
I,0.615,0.475,0.13,0.8425,0.353,0.1915,0.251,negative
F,0.62,0.435,0.155,1.012,0.477,0.236,0.275,negative
M,0.635,0.51,0.185,1.308,0.544,0.318,0.377,negative
M,0.65,0.485,0.14,1.175,0.475,0.2435,0.215,negative
I,0.36,0.27,0.095,0.2,0.073,0.056,0.061,negative
I,0.385,0.29,0.09,0.2365,0.1,0.0505,0.076,negative
I,0.385,0.3,0.09,0.308,0.1525,0.056,0.0835,negative
I,0.41,0.3,0.09,0.304,0.129,0.071,0.0955,negative
I,0.425,0.325,0.11,0.317,0.135,0.048,0.09,negative
I,0.45,0.34,0.095,0.3245,0.1385,0.064,0.105,negative
I,0.47,0.355,0.125,0.499,0.21,0.0985,0.155,negative
I,0.475,0.36,0.125,0.4905,0.205,0.1305,0.125,negative
I,0.48,0.37,0.12,0.536,0.251,0.114,0.15,negative
M,0.48,0.355,0.16,0.464,0.221,0.106,0.239,negative
I,0.49,0.375,0.115,0.4615,0.204,0.0945,0.143,negative
I,0.49,0.4,0.135,0.624,0.3035,0.1285,0.169,negative
I,0.495,0.37,0.125,0.4715,0.2075,0.091,0.15,negative
I,0.495,0.4,0.105,0.602,0.2505,0.1265,0.19,negative
I,0.5,0.4,0.12,0.616,0.261,0.143,0.1935,negative
I,0.5,0.39,0.12,0.5955,0.2455,0.147,0.173,negative
I,0.515,0.395,0.125,0.6635,0.32,0.14,0.17,negative
I,0.515,0.39,0.125,0.5705,0.238,0.1265,0.185,negative
M,0.525,0.415,0.145,0.845,0.3525,0.1635,0.2875,negative
I,0.525,0.38,0.135,0.615,0.261,0.159,0.175,negative
I,0.54,0.425,0.135,0.686,0.3475,0.1545,0.213,negative
I,0.545,0.375,0.12,0.543,0.2375,0.1155,0.1725,negative
I,0.545,0.42,0.125,0.717,0.358,0.112,0.22,negative
I,0.55,0.415,0.145,0.7815,0.373,0.16,0.2215,negative
I,0.55,0.425,0.15,0.7665,0.339,0.176,0.21,negative
I,0.555,0.435,0.14,0.765,0.3945,0.15,0.206,negative
F,0.57,0.45,0.135,0.7805,0.3345,0.185,0.21,negative
M,0.575,0.455,0.165,0.867,0.3765,0.1805,0.268,negative
F,0.575,0.465,0.195,0.9965,0.417,0.247,0.47,negative
F,0.58,0.435,0.15,0.834,0.428,0.1515,0.23,negative
F,0.595,0.435,0.15,0.9,0.4175,0.17,0.265,negative
I,0.595,0.46,0.15,0.8335,0.377,0.1925,0.235,negative
F,0.6,0.46,0.155,0.9735,0.427,0.2045,0.3,negative
I,0.6,0.48,0.17,0.9175,0.38,0.2225,0.29,negative
M,0.605,0.475,0.145,0.884,0.3835,0.1905,0.27,negative
F,0.605,0.48,0.14,0.991,0.4735,0.2345,0.24,negative
F,0.63,0.5,0.18,1.1965,0.514,0.2325,0.3995,negative
I,0.435,0.3,0.12,0.5965,0.259,0.139,0.1645,negative
I,0.455,0.325,0.135,0.82,0.4005,0.1715,0.211,negative
I,0.455,0.345,0.11,0.434,0.207,0.0855,0.1215,negative
I,0.485,0.365,0.105,0.5205,0.195,0.123,0.182,negative
F,0.49,0.355,0.16,0.8795,0.3485,0.215,0.2825,negative
M,0.515,0.395,0.135,1.007,0.472,0.2495,0.252,negative
M,0.53,0.41,0.14,0.7545,0.3495,0.1715,0.2105,negative
F,0.535,0.425,0.135,0.771,0.3765,0.1815,0.1795,negative
I,0.585,0.45,0.15,0.8915,0.3975,0.2035,0.253,negative
F,0.64,0.475,0.14,1.0725,0.4895,0.2295,0.31,negative
I,0.39,0.31,0.105,0.2665,0.1185,0.0525,0.081,negative
I,0.415,0.31,0.095,0.311,0.1125,0.0625,0.115,negative
I,0.43,0.34,0.1,0.3405,0.1395,0.0665,0.12,negative
I,0.435,0.33,0.105,0.335,0.156,0.0555,0.105,negative
I,0.485,0.36,0.12,0.5155,0.2465,0.1025,0.147,negative
I,0.495,0.38,0.135,0.5095,0.2065,0.1165,0.165,negative
I,0.495,0.375,0.14,0.494,0.181,0.0975,0.191,negative
I,0.505,0.4,0.145,0.7045,0.334,0.1425,0.207,negative
I,0.52,0.41,0.11,0.5185,0.2165,0.0915,0.184,negative
I,0.525,0.405,0.145,0.6965,0.3045,0.1535,0.21,negative
I,0.53,0.43,0.14,0.677,0.298,0.0965,0.23,negative
M,0.555,0.41,0.125,0.599,0.2345,0.1465,0.194,negative
M,0.61,0.48,0.14,1.031,0.4375,0.2615,0.27,negative
F,0.61,0.46,0.155,0.957,0.4255,0.1975,0.265,negative
I,0.415,0.325,0.11,0.316,0.1385,0.0795,0.0925,negative
M,0.45,0.33,0.105,0.4955,0.2575,0.082,0.129,negative
I,0.475,0.365,0.12,0.5185,0.268,0.1095,0.1365,negative
I,0.32,0.255,0.085,0.1745,0.072,0.033,0.057,negative
I,0.325,0.24,0.07,0.152,0.0565,0.0305,0.054,negative
I,0.385,0.28,0.1,0.2755,0.1305,0.061,0.0725,negative
I,0.405,0.31,0.09,0.312,0.138,0.06,0.087,negative
I,0.445,0.32,0.12,0.378,0.152,0.0825,0.12,negative
M,0.45,0.35,0.13,0.4655,0.2075,0.1045,0.135,negative
M,0.46,0.345,0.12,0.4935,0.2435,0.1175,0.132,negative
I,0.48,0.35,0.135,0.5465,0.2735,0.0995,0.158,negative
M,0.485,0.39,0.135,0.617,0.25,0.1345,0.1635,negative
F,0.5,0.38,0.14,0.6355,0.277,0.143,0.1785,negative
M,0.525,0.385,0.1,0.5115,0.246,0.1005,0.1455,negative
M,0.535,0.42,0.125,0.738,0.355,0.1895,0.1795,negative
F,0.535,0.42,0.13,0.699,0.3125,0.1565,0.2035,negative
M,0.58,0.45,0.12,0.8685,0.418,0.1475,0.2605,negative
F,0.61,0.43,0.14,0.909,0.438,0.2,0.22,negative
M,0.61,0.48,0.165,1.2435,0.5575,0.2675,0.372,negative
M,0.65,0.5,0.14,1.238,0.6165,0.2355,0.32,negative
F,0.505,0.39,0.115,0.66,0.3045,0.1555,0.175,negative
M,0.47,0.35,0.1,0.4775,0.1885,0.0885,0.175,negative
M,0.525,0.405,0.13,0.7185,0.3265,0.1975,0.175,negative
F,0.48,0.38,0.12,0.608,0.2705,0.1405,0.185,negative
M,0.47,0.375,0.115,0.4265,0.1685,0.0755,0.15,negative
F,0.44,0.33,0.115,0.4005,0.143,0.113,0.12,negative
M,0.415,0.31,0.09,0.3245,0.1305,0.0735,0.115,negative
F,0.4,0.3,0.115,0.3025,0.1335,0.0465,0.0935,negative
F,0.43,0.325,0.12,0.445,0.165,0.0995,0.155,negative
F,0.535,0.46,0.145,0.7875,0.3395,0.2005,0.2,negative
I,0.46,0.335,0.11,0.444,0.225,0.0745,0.11,negative
F,0.46,0.36,0.115,0.4755,0.2105,0.105,0.16,negative
M,0.52,0.38,0.135,0.5825,0.2505,0.1565,0.175,negative
M,0.43,0.335,0.115,0.406,0.166,0.0935,0.135,negative
M,0.475,0.36,0.12,0.578,0.2825,0.12,0.17,negative
I,0.495,0.385,0.125,0.585,0.2755,0.1235,0.165,negative
I,0.315,0.24,0.07,0.137,0.0545,0.0315,0.04,negative
I,0.395,0.325,0.105,0.306,0.111,0.0735,0.095,negative
I,0.42,0.325,0.115,0.354,0.1625,0.064,0.105,negative
F,0.43,0.34,0.11,0.382,0.154,0.0955,0.109,negative
F,0.64,0.5,0.15,1.0705,0.371,0.2705,0.36,negative
I,0.325,0.2,0.08,0.0995,0.0395,0.0225,0.032,negative
M,0.44,0.325,0.08,0.413,0.144,0.1015,0.13,negative
F,0.37,0.275,0.08,0.227,0.093,0.0625,0.07,negative
F,0.47,0.355,0.18,0.441,0.1525,0.1165,0.135,negative
I,0.355,0.26,0.09,0.1925,0.077,0.038,0.065,negative
I,0.42,0.31,0.1,0.2865,0.115,0.0735,0.085,negative
M,0.465,0.375,0.11,0.5,0.21,0.113,0.1505,negative
F,0.465,0.35,0.135,0.6265,0.259,0.1445,0.175,negative
I,0.47,0.37,0.11,0.5555,0.25,0.115,0.163,negative
F,0.47,0.375,0.12,0.6015,0.2765,0.1455,0.135,negative
M,0.5,0.4,0.13,0.7715,0.37,0.16,0.211,negative
F,0.6,0.5,0.155,1.332,0.6235,0.2835,0.35,negative
I,0.45,0.35,0.12,0.468,0.2005,0.1065,0.1325,negative
I,0.475,0.355,0.105,0.468,0.201,0.1115,0.12,negative
M,0.525,0.425,0.125,0.812,0.4035,0.1705,0.195,negative
F,0.53,0.405,0.15,0.889,0.4055,0.2275,0.215,negative
F,0.55,0.425,0.125,0.964,0.5475,0.159,0.215,negative
F,0.57,0.435,0.14,0.8585,0.3905,0.196,0.2295,negative
F,0.58,0.445,0.145,0.888,0.41,0.1815,0.2425,negative
F,0.585,0.45,0.16,0.9045,0.405,0.2215,0.2335,negative
F,0.6,0.46,0.145,0.9325,0.3985,0.2245,0.248,negative
F,0.6,0.46,0.15,1.235,0.6025,0.274,0.29,negative
M,0.61,0.48,0.15,1.1495,0.564,0.274,0.264,negative
M,0.615,0.47,0.155,1.2,0.5085,0.32,0.292,negative
F,0.625,0.49,0.175,1.1075,0.4485,0.2165,0.3595,negative
M,0.63,0.48,0.165,1.286,0.604,0.271,0.35,negative
M,0.69,0.54,0.185,1.71,0.7725,0.3855,0.4325,negative
I,0.415,0.315,0.1,0.3645,0.1765,0.0795,0.095,negative
I,0.485,0.375,0.13,0.5535,0.266,0.112,0.157,negative
I,0.49,0.375,0.125,0.5445,0.279,0.115,0.13,negative
M,0.49,0.38,0.11,0.554,0.2935,0.1005,0.15,negative
I,0.51,0.395,0.155,0.5395,0.2465,0.1085,0.167,negative
I,0.51,0.385,0.15,0.625,0.3095,0.119,0.1725,negative
I,0.55,0.42,0.13,0.636,0.294,0.144,0.1755,negative
F,0.55,0.44,0.135,0.8435,0.434,0.1995,0.185,negative
I,0.555,0.425,0.13,0.648,0.2835,0.133,0.2105,negative
F,0.575,0.48,0.15,0.897,0.4235,0.1905,0.248,negative
M,0.58,0.455,0.13,0.852,0.41,0.1725,0.225,negative
F,0.585,0.435,0.14,0.6955,0.3085,0.129,0.2245,negative
M,0.59,0.47,0.15,0.861,0.413,0.164,0.249,negative
F,0.59,0.46,0.16,1.0115,0.445,0.2615,0.2565,negative
F,0.595,0.465,0.15,1.1005,0.5415,0.166,0.265,negative
M,0.63,0.465,0.15,1.027,0.537,0.188,0.176,negative
I,0.375,0.29,0.14,0.3,0.14,0.0625,0.0825,negative
I,0.395,0.32,0.1,0.3075,0.149,0.0535,0.09,negative
I,0.41,0.315,0.1,0.3,0.124,0.0575,0.1,negative
I,0.41,0.325,0.11,0.326,0.1325,0.075,0.101,negative
I,0.42,0.325,0.115,0.314,0.1295,0.0635,0.1,negative
I,0.42,0.315,0.11,0.4025,0.1855,0.083,0.1015,negative
M,0.45,0.325,0.115,0.4305,0.2235,0.0785,0.1155,negative
I,0.455,0.34,0.115,0.486,0.261,0.0655,0.1315,negative
I,0.46,0.35,0.1,0.471,0.252,0.077,0.123,negative
I,0.46,0.345,0.105,0.415,0.187,0.087,0.11,negative
I,0.485,0.38,0.125,0.5215,0.2215,0.118,0.16,negative
I,0.485,0.365,0.14,0.4475,0.1895,0.0925,0.2305,negative
I,0.51,0.385,0.145,0.7665,0.3985,0.14,0.1805,negative
I,0.515,0.39,0.11,0.531,0.2415,0.098,0.1615,negative
I,0.525,0.385,0.13,0.607,0.2355,0.125,0.195,negative
I,0.525,0.4,0.13,0.6445,0.345,0.1285,0.2,negative
F,0.545,0.44,0.15,0.9475,0.366,0.239,0.275,negative
F,0.555,0.445,0.175,1.1465,0.551,0.244,0.2785,negative
F,0.585,0.455,0.13,0.8755,0.411,0.2065,0.225,negative
M,0.6,0.48,0.09,1.05,0.457,0.2685,0.28,negative
I,0.36,0.27,0.09,0.232,0.12,0.0435,0.056,negative
I,0.495,0.375,0.12,0.589,0.3075,0.1215,0.1405,negative
F,0.57,0.425,0.13,0.782,0.3695,0.1745,0.1965,negative
M,0.57,0.42,0.14,0.8745,0.416,0.165,0.25,negative
F,0.58,0.445,0.135,0.95,0.484,0.182,0.2325,negative
M,0.625,0.5,0.13,1.082,0.5785,0.2045,0.25,negative
F,0.645,0.49,0.16,1.144,0.5015,0.289,0.319,negative
I,0.4,0.315,0.09,0.3245,0.151,0.073,0.088,negative
F,0.465,0.35,0.11,0.4085,0.165,0.102,0.131,negative
I,0.47,0.385,0.13,0.587,0.264,0.117,0.174,negative
I,0.475,0.375,0.11,0.494,0.211,0.109,0.1545,negative
I,0.495,0.375,0.12,0.614,0.2855,0.1365,0.161,negative
I,0.5,0.37,0.12,0.5445,0.249,0.1065,0.152,negative
I,0.505,0.4,0.125,0.5605,0.2255,0.1435,0.17,negative
M,0.505,0.365,0.115,0.521,0.25,0.096,0.15,negative
I,0.51,0.4,0.125,0.5935,0.239,0.13,0.204,negative
I,0.52,0.4,0.11,0.597,0.2935,0.1155,0.16,negative
M,0.52,0.465,0.15,0.9505,0.456,0.199,0.255,negative
I,0.53,0.38,0.125,0.616,0.292,0.113,0.185,negative
F,0.535,0.445,0.125,0.8725,0.417,0.199,0.24,negative
I,0.545,0.43,0.13,0.7595,0.358,0.153,0.2055,negative
I,0.55,0.435,0.165,0.804,0.34,0.194,0.244,negative
I,0.55,0.425,0.13,0.664,0.2695,0.163,0.21,negative
I,0.56,0.43,0.13,0.728,0.3355,0.1435,0.2175,negative
F,0.575,0.425,0.15,0.8765,0.455,0.18,0.228,negative
M,0.58,0.465,0.15,0.9065,0.371,0.1965,0.29,negative
F,0.635,0.5,0.19,1.29,0.593,0.3045,0.352,negative
I,0.43,0.345,0.115,0.4295,0.212,0.108,0.109,negative
M,0.485,0.365,0.155,1.029,0.4235,0.2285,0.313,negative
M,0.49,0.355,0.155,0.981,0.465,0.2015,0.2505,negative
F,0.505,0.38,0.13,0.693,0.391,0.1195,0.1515,negative
F,0.525,0.41,0.135,0.7905,0.4065,0.198,0.177,negative
I,0.535,0.4,0.135,0.775,0.368,0.208,0.2055,negative
M,0.595,0.485,0.15,1.0835,0.5305,0.231,0.276,negative
I,0.595,0.43,0.165,0.9845,0.4525,0.207,0.2725,negative
I,0.375,0.285,0.09,0.237,0.106,0.0395,0.08,negative
I,0.39,0.28,0.09,0.215,0.0845,0.034,0.079,negative
I,0.435,0.325,0.105,0.335,0.136,0.065,0.115,negative
I,0.45,0.33,0.115,0.365,0.14,0.0825,0.1245,negative
I,0.45,0.34,0.125,0.4045,0.171,0.07,0.1345,negative
I,0.46,0.37,0.11,0.3965,0.1485,0.0855,0.1455,negative
I,0.495,0.375,0.115,0.507,0.241,0.103,0.15,negative
I,0.5,0.38,0.135,0.5285,0.226,0.123,0.209,negative
I,0.525,0.4,0.11,0.6275,0.3015,0.126,0.18,negative
M,0.535,0.41,0.12,0.6835,0.3125,0.1655,0.159,negative
I,0.575,0.43,0.13,0.7425,0.2895,0.2005,0.22,negative
I,0.59,0.47,0.145,0.974,0.453,0.236,0.289,negative
I,0.425,0.32,0.085,0.262,0.1235,0.067,0.0725,negative
M,0.455,0.35,0.11,0.458,0.2,0.111,0.1305,negative
F,0.55,0.43,0.15,0.655,0.2635,0.122,0.221,negative
M,0.6,0.465,0.18,1.193,0.5145,0.315,0.3055,negative
I,0.395,0.3,0.12,0.2995,0.1265,0.068,0.0895,negative
I,0.41,0.325,0.105,0.361,0.1605,0.0665,0.103,negative
F,0.47,0.36,0.1,0.4705,0.1635,0.089,0.1385,negative
M,0.51,0.415,0.145,0.751,0.3295,0.1835,0.203,negative
M,0.56,0.42,0.15,0.8755,0.44,0.1965,0.2315,negative
M,0.46,0.36,0.125,0.547,0.2165,0.1105,0.19,negative
M,0.38,0.3,0.1,0.2505,0.106,0.0535,0.0775,negative
I,0.27,0.195,0.07,0.102,0.045,0.0135,0.034,negative
F,0.51,0.385,0.135,0.632,0.282,0.145,0.17,negative
I,0.295,0.215,0.075,0.116,0.037,0.0295,0.04,negative
M,0.52,0.415,0.175,0.753,0.258,0.171,0.255,negative
I,0.345,0.285,0.1,0.2225,0.0865,0.058,0.075,negative
I,0.455,0.375,0.125,0.533,0.233,0.106,0.185,negative
I,0.39,0.3,0.105,0.259,0.0955,0.038,0.085,negative
I,0.475,0.365,0.14,0.4545,0.171,0.118,0.158,negative
I,0.375,0.285,0.1,0.239,0.105,0.0555,0.07,negative
M,0.335,0.255,0.075,0.1635,0.0615,0.0345,0.057,negative
I,0.295,0.21,0.08,0.1,0.038,0.026,0.031,negative
F,0.46,0.35,0.115,0.44,0.19,0.1025,0.13,negative
I,0.35,0.28,0.075,0.196,0.082,0.04,0.064,negative
I,0.48,0.355,0.115,0.5785,0.25,0.106,0.184,negative
F,0.58,0.48,0.18,1.2495,0.4945,0.27,0.371,negative
M,0.59,0.47,0.135,1.1685,0.539,0.279,0.28,negative
I,0.395,0.3,0.09,0.279,0.134,0.049,0.075,negative
I,0.44,0.35,0.125,0.456,0.21,0.0955,0.131,negative
M,0.48,0.37,0.13,0.643,0.349,0.1155,0.135,negative
I,0.495,0.4,0.145,0.578,0.2545,0.1305,0.1645,negative
I,0.5,0.385,0.11,0.596,0.3015,0.104,0.151,negative
F,0.505,0.39,0.12,0.5725,0.2555,0.1325,0.146,negative
M,0.55,0.44,0.155,0.9155,0.3645,0.195,0.25,negative
F,0.555,0.44,0.145,0.8815,0.43,0.1975,0.2155,negative
F,0.555,0.42,0.11,0.931,0.4445,0.171,0.225,negative
F,0.575,0.46,0.165,1.065,0.4985,0.2145,0.2815,negative
F,0.61,0.47,0.16,1.0745,0.4925,0.236,0.29,negative
M,0.615,0.505,0.19,1.403,0.6715,0.2925,0.365,negative
I,0.45,0.34,0.105,0.4385,0.21,0.0925,0.12,negative
F,0.505,0.475,0.16,1.1155,0.509,0.239,0.3065,negative
I,0.51,0.405,0.13,0.599,0.3065,0.1155,0.1485,negative
I,0.52,0.38,0.13,0.5345,0.2375,0.122,0.1535,negative
M,0.55,0.44,0.16,0.985,0.4645,0.201,0.27,negative
M,0.555,0.44,0.145,0.85,0.4165,0.1685,0.23,negative
M,0.555,0.44,0.15,0.838,0.4155,0.146,0.23,negative
M,0.56,0.415,0.13,0.7615,0.3695,0.17,0.1955,negative
M,0.575,0.44,0.145,0.87,0.3945,0.2195,0.225,negative
M,0.6,0.41,0.145,0.939,0.4475,0.196,0.268,negative
I,0.425,0.325,0.11,0.405,0.1695,0.092,0.1065,negative
I,0.435,0.34,0.12,0.396,0.1775,0.081,0.125,negative
I,0.445,0.355,0.095,0.3615,0.1415,0.0785,0.12,negative
I,0.455,0.435,0.11,0.4265,0.195,0.09,0.1205,negative
I,0.46,0.34,0.09,0.384,0.1795,0.068,0.11,negative
I,0.475,0.36,0.135,0.4355,0.196,0.0925,0.125,negative
I,0.525,0.39,0.105,0.567,0.2875,0.1075,0.16,negative
I,0.53,0.42,0.13,0.658,0.296,0.1245,0.198,negative
M,0.535,0.415,0.135,0.78,0.3165,0.169,0.2365,negative
I,0.54,0.41,0.135,0.7025,0.31,0.177,0.2,negative
F,0.57,0.42,0.16,0.8875,0.4315,0.1915,0.223,negative
I,0.575,0.455,0.155,0.8725,0.349,0.2095,0.285,negative
M,0.6,0.47,0.15,0.928,0.4225,0.183,0.275,negative
F,0.655,0.53,0.165,1.2835,0.583,0.1255,0.4,negative
I,0.37,0.285,0.095,0.226,0.1135,0.0515,0.0675,negative
I,0.455,0.37,0.11,0.514,0.2385,0.1235,0.126,negative
I,0.495,0.375,0.115,0.5755,0.31,0.1145,0.1395,negative
M,0.515,0.39,0.14,0.678,0.341,0.1325,0.119,negative
F,0.655,0.455,0.17,1.275,0.583,0.303,0.333,negative
I,0.39,0.29,0.09,0.2745,0.135,0.0455,0.078,negative
I,0.44,0.34,0.105,0.344,0.123,0.081,0.125,negative
I,0.44,0.32,0.095,0.3275,0.1495,0.059,0.1,negative
I,0.465,0.355,0.12,0.4975,0.2375,0.099,0.14,negative
I,0.47,0.345,0.12,0.3685,0.1525,0.0615,0.125,negative
I,0.485,0.365,0.125,0.426,0.163,0.0965,0.151,negative
I,0.52,0.415,0.14,0.6385,0.2945,0.1405,0.171,negative
I,0.55,0.45,0.14,0.753,0.3445,0.1325,0.24,negative
I,0.575,0.44,0.15,0.983,0.486,0.215,0.239,negative
M,0.59,0.465,0.135,0.9895,0.4235,0.199,0.28,negative
I,0.5,0.395,0.145,0.7865,0.332,0.1815,0.2455,negative
I,0.435,0.375,0.11,0.4155,0.17,0.076,0.145,negative
I,0.475,0.355,0.135,0.4775,0.2145,0.09,0.1435,negative
I,0.485,0.37,0.14,0.5065,0.2425,0.088,0.1465,negative
I,0.51,0.395,0.105,0.5525,0.234,0.127,0.165,negative
I,0.53,0.395,0.115,0.475,0.2025,0.101,0.148,negative
M,0.58,0.45,0.155,0.8275,0.321,0.1975,0.2445,negative
F,0.63,0.475,0.15,1.072,0.433,0.2975,0.315,negative
I,0.425,0.31,0.095,0.3505,0.1645,0.071,0.1,negative
F,0.45,0.365,0.115,0.5885,0.318,0.121,0.1325,negative
F,0.52,0.375,0.135,0.5375,0.221,0.117,0.17,negative
I,0.525,0.4,0.125,0.5655,0.2435,0.119,0.175,negative
I,0.46,0.34,0.1,0.386,0.1805,0.0875,0.0965,negative
M,0.465,0.355,0.12,0.5315,0.2725,0.097,0.1395,negative
M,0.475,0.385,0.12,0.562,0.289,0.0905,0.153,negative
M,0.57,0.45,0.14,0.9275,0.477,0.1605,0.2515,negative
I,0.335,0.25,0.095,0.185,0.0795,0.0495,0.055,negative
M,0.41,0.335,0.115,0.4405,0.19,0.085,0.135,negative
F,0.44,0.34,0.135,0.3975,0.1505,0.0945,0.135,negative
M,0.295,0.23,0.085,0.125,0.042,0.0285,0.043,negative
F,0.47,0.35,0.115,0.487,0.1955,0.127,0.155,negative
I,0.465,0.355,0.12,0.5805,0.255,0.0915,0.184,negative
M,0.415,0.315,0.12,0.4015,0.199,0.087,0.097,negative
I,0.42,0.32,0.115,0.409,0.2055,0.0935,0.105,negative
M,0.485,0.39,0.12,0.599,0.251,0.1345,0.169,negative
M,0.565,0.455,0.15,0.9795,0.444,0.205,0.275,negative
M,0.665,0.515,0.165,1.3855,0.621,0.302,0.3445,negative
I,0.485,0.375,0.125,0.562,0.2505,0.1345,0.1525,negative
I,0.51,0.39,0.125,0.597,0.293,0.1265,0.1555,negative
M,0.61,0.49,0.16,1.146,0.597,0.246,0.265,negative
F,0.62,0.465,0.14,1.011,0.479,0.2385,0.255,negative
M,0.625,0.505,0.175,1.131,0.5425,0.2265,0.323,negative
I,0.42,0.31,0.1,0.2805,0.1125,0.0615,0.0925,negative
I,0.44,0.325,0.11,0.4965,0.258,0.1195,0.1075,negative
I,0.485,0.365,0.09,0.651,0.3165,0.132,0.18,negative
I,0.54,0.42,0.14,0.74,0.3595,0.159,0.1985,negative
F,0.58,0.46,0.135,0.926,0.4025,0.208,0.275,negative
M,0.515,0.39,0.12,0.6125,0.302,0.1365,0.1415,negative
I,0.545,0.405,0.13,0.658,0.327,0.1445,0.174,negative
I,0.455,0.335,0.105,0.4055,0.175,0.092,0.1185,negative
I,0.485,0.375,0.11,0.464,0.2015,0.09,0.149,negative
I,0.52,0.4,0.14,0.622,0.278,0.1455,0.169,negative
M,0.545,0.45,0.15,0.7805,0.3795,0.1625,0.216,negative
I,0.545,0.43,0.14,0.772,0.289,0.19,0.2615,negative
M,0.55,0.385,0.13,0.7275,0.343,0.1625,0.19,negative
I,0.555,0.43,0.125,0.7005,0.3395,0.1355,0.2095,negative
M,0.59,0.45,0.155,0.874,0.369,0.2135,0.24,negative
M,0.48,0.365,0.13,0.5305,0.2405,0.127,0.139,negative
I,0.515,0.4,0.14,0.7165,0.3495,0.1595,0.1785,negative
I,0.56,0.42,0.14,0.837,0.414,0.214,0.2,negative
I,0.46,0.365,0.11,0.4495,0.1755,0.102,0.15,negative
I,0.49,0.375,0.115,0.557,0.2275,0.1335,0.1765,negative
I,0.5,0.385,0.12,0.516,0.197,0.1305,0.165,negative
M,0.555,0.435,0.145,0.9205,0.404,0.2275,0.255,negative
I,0.43,0.315,0.115,0.384,0.1885,0.0715,0.11,negative
M,0.475,0.37,0.11,0.4895,0.2185,0.107,0.146,negative
M,0.475,0.36,0.14,0.5135,0.241,0.1045,0.155,negative
I,0.48,0.355,0.11,0.4495,0.201,0.089,0.14,negative
M,0.385,0.255,0.1,0.3175,0.137,0.068,0.092,negative
F,0.515,0.4,0.125,0.615,0.2865,0.123,0.1765,negative
F,0.52,0.405,0.115,0.776,0.32,0.1845,0.22,negative
I,0.45,0.355,0.11,0.4585,0.194,0.067,0.14,negative
F,0.37,0.275,0.1,0.2225,0.093,0.026,0.08,negative
F,0.36,0.265,0.09,0.2065,0.078,0.057,0.06,negative
M,0.47,0.375,0.12,0.5805,0.266,0.0935,0.169,negative
M,0.505,0.44,0.14,0.8275,0.3415,0.1855,0.239,negative
M,0.495,0.395,0.135,0.6335,0.3035,0.1295,0.1495,negative
I,0.5,0.385,0.12,0.56,0.2835,0.103,0.135,negative
M,0.51,0.405,0.15,0.7035,0.347,0.134,0.1885,negative
F,0.53,0.425,0.13,0.7585,0.325,0.197,0.205,negative
I,0.51,0.405,0.125,0.6795,0.3465,0.1395,0.182,negative
I,0.525,0.4,0.13,0.6455,0.325,0.1245,0.17,negative
M,0.565,0.435,0.15,0.99,0.5795,0.1825,0.206,negative
F,0.57,0.445,0.145,0.8775,0.412,0.217,0.22,negative
M,0.63,0.47,0.155,1.1325,0.589,0.211,0.287,negative
I,0.57,0.45,0.135,0.794,0.3815,0.1415,0.245,negative
M,0.515,0.425,0.145,0.9365,0.497,0.181,0.2185,negative
F,0.55,0.43,0.14,0.84,0.375,0.218,0.1945,negative
I,0.41,0.3,0.09,0.28,0.141,0.0575,0.075,negative
I,0.465,0.345,0.11,0.393,0.1825,0.0735,0.12,negative
I,0.475,0.36,0.145,0.6325,0.2825,0.137,0.19,negative
I,0.56,0.44,0.13,0.7235,0.349,0.149,0.2,negative
F,0.575,0.435,0.15,1.0305,0.4605,0.218,0.36,negative
I,0.535,0.385,0.18,1.0835,0.4955,0.2295,0.304,negative
I,0.545,0.42,0.165,0.8935,0.4235,0.2195,0.228,negative
I,0.445,0.33,0.11,0.358,0.1525,0.067,0.1185,negative
I,0.47,0.375,0.12,0.487,0.196,0.099,0.135,negative
I,0.495,0.38,0.145,0.5,0.205,0.148,0.1505,negative
M,0.515,0.385,0.11,0.5785,0.253,0.16,0.14,negative
I,0.54,0.39,0.125,0.6255,0.2525,0.158,0.19,negative
M,0.555,0.435,0.14,0.7495,0.341,0.1645,0.214,negative
I,0.43,0.32,0.11,0.3675,0.1675,0.102,0.105,negative
F,0.455,0.355,1.13,0.594,0.332,0.116,0.1335,negative
I,0.49,0.37,0.11,0.538,0.271,0.1035,0.139,negative
M,0.42,0.34,0.115,0.4215,0.175,0.093,0.135,negative
I,0.485,0.415,0.14,0.5705,0.25,0.134,0.185,negative
M,0.39,0.285,0.095,0.271,0.11,0.06,0.08,negative
I,0.42,0.32,0.1,0.34,0.1745,0.05,0.0945,negative
M,0.48,0.37,0.1,0.5135,0.243,0.1015,0.135,negative
I,0.5,0.39,0.125,0.583,0.294,0.132,0.1605,negative
I,0.385,0.285,0.085,0.244,0.1215,0.0445,0.068,negative
I,0.405,0.31,0.11,0.91,0.416,0.2075,0.0995,negative
I,0.5,0.375,0.12,0.529,0.2235,0.123,0.16,negative
I,0.425,0.34,0.1,0.371,0.15,0.0865,0.115,negative
M,0.575,0.45,0.165,0.9655,0.498,0.19,0.23,negative
I,0.47,0.375,0.125,0.5225,0.2265,0.104,0.162,negative
M,0.37,0.28,0.105,0.224,0.0815,0.0575,0.075,negative
I,0.475,0.42,0.16,0.7095,0.35,0.1505,0.1845,negative
F,0.53,0.42,0.14,0.627,0.2905,0.1165,0.183,negative
I,0.45,0.35,0.11,0.514,0.253,0.1045,0.14,negative
M,0.505,0.39,0.115,0.5585,0.2575,0.119,0.1535,negative
I,0.475,0.36,0.11,0.452,0.191,0.099,0.13,negative
I,0.35,0.26,0.095,0.221,0.0985,0.043,0.07,negative
M,0.52,0.425,0.125,0.79,0.372,0.205,0.19,negative
M,0.66,0.485,0.155,1.2275,0.61,0.274,0.3,negative
I,0.5,0.36,0.12,0.439,0.1875,0.1055,0.1305,negative
M,0.56,0.43,0.155,0.8675,0.4,0.172,0.229,negative