% This dataset is taken from the Penn Machine Learning Benchmark. % This ARFF is automatically generated. % The data types of attributes are inferred from the data. % In particular this means there is some uncertainty as to whether an attribute truly is categorical, numerical or ordinal. @RELATION cars1 @ATTRIBUTE MPG NUMERIC @ATTRIBUTE cylinders {3,4,5,6,8} @ATTRIBUTE cubicInches NUMERIC @ATTRIBUTE horsepower NUMERIC @ATTRIBUTE weightLbs NUMERIC @ATTRIBUTE time-to-sixty NUMERIC @ATTRIBUTE year NUMERIC @ATTRIBUTE class {0,1,2} @DATA 14.0,8,350,165,4209,12,1972,2 31.9,4,89,71,1925,14,1980,0 17.0,8,302,140,3449,11,1971,2 15.0,8,400,150,3761,10,1971,2 30.5,4,98,63,2051,17,1978,2 23.0,8,350,125,3900,17,1980,2 13.0,8,351,158,4363,13,1974,2 14.0,8,440,215,4312,9,1971,2 25.4,5,183,77,3530,20,1980,0 37.7,4,89,62,2050,17,1982,1 34.0,4,108,70,2245,17,1983,1 34.3,4,97,78,2188,16,1981,0 16.0,8,302,140,4141,14,1975,2 11.0,8,350,180,3664,11,1974,2 19.1,6,225,90,3381,19,1981,2 16.9,8,350,155,4360,15,1980,2 31.8,4,85,65,2020,19,1980,1 16.0,8,304,150,3433,12,1971,2 24.0,4,113,95,2278,16,1973,1 24.0,4,107,90,2430,15,1971,0 37.2,4,86,65,2019,16,1981,1 21.5,4,121,110,2600,13,1978,0 24.0,6,200,81,3012,18,1977,2 15.5,8,351,142,4054,14,1980,2 38.1,4,89,60,1968,19,1981,1 33.0,4,91,53,1795,17,1977,1 31.0,4,71,65,1773,19,1972,1 14.0,8,351,148,4657,14,1976,2 18.0,6,250,78,3574,21,1977,2 29.9,4,98,65,2380,21,1982,2 27.0,4,97,88,2130,15,1971,1 16.0,6,250,100,3278,18,1974,2 23.0,4,120,97,2506,15,1973,1 21.0,6,199,90,2648,15,1971,2 30.0,4,97,67,1985,16,1978,1 22.4,6,231,110,3415,16,1982,2 26.0,4,97,46,1835,21,1971,0 21.5,3,80,110,2720,14,1978,1 16.5,8,351,138,3955,13,1980,2 20.2,6,232,90,3265,18,1980,2 16.0,6,250,105,3897,19,1976,2 14.0,8,302,140,4638,16,1975,2 18.5,6,250,110,3645,16,1977,2 17.5,6,250,110,3520,16,1978,2 14.0,8,455,225,3086,10,1971,2 31.6,4,120,74,2635,18,1982,1 13.0,8,318,150,3755,14,1977,2 22.0,4,122,86,2395,16,1973,2 29.0,4,97,78,1940,15,1978,0 20.2,6,200,88,3060,17,1982,2 13.0,8,400,150,4464,12,1974,2 27.2,4,141,71,3190,25,1980,0 14.0,8,340,160,3609,8,1971,2 24.0,4,116,75,2158,16,1974,0 16.5,8,350,180,4380,12,1977,2 16.0,8,400,230,4278,10,1974,2 19.0,6,156,108,2930,16,1977,1 33.5,4,98,83,2075,16,1978,2 29.0,4,90,70,1937,14,1977,0 13.0,8,360,175,3821,11,1974,2 18.0,6,232,100,2945,16,1974,2 22.0,4,108,94,2379,17,1974,1 32.7,6,168,132,2910,11,1981,1 46.6,4,86,65,2110,18,1981,1 14.0,8,318,150,4237,15,1974,2 18.5,6,250,98,3525,19,1978,2 26.0,4,97,46,1950,21,1974,0 32.0,4,91,67,1965,16,1983,1 29.5,4,97,71,1825,12,1977,0 17.5,8,305,145,3880,13,1978,2 20.0,6,198,95,3102,17,1975,2 27.0,4,112,88,2640,19,1983,2 28.0,4,97,92,2288,17,1973,1 24.0,4,119,97,2545,17,1976,1 29.0,4,98,83,2219,17,1975,0 38.0,6,262,85,3015,17,1983,2 22.5,6,232,90,3085,18,1977,2 21.1,4,134,95,2515,15,1979,1 26.0,4,98,90,2265,16,1974,0 32.4,4,108,75,2350,17,1982,1 15.5,8,400,190,4325,12,1978,2 12.0,8,429,198,4952,12,1974,2 19.2,8,305,145,3425,13,1979,2 23.0,4,115,95,2694,15,1976,0 25.0,4,116,81,2220,17,1977,0 35.0,4,72,69,1613,18,1972,1 18.0,6,199,97,2774,16,1971,2 17.6,6,225,85,3465,17,1982,2 28.0,4,90,75,2125,15,1975,2 31.0,4,119,82,2720,19,1983,2 34.1,4,86,65,1975,15,1980,1 27.2,4,119,97,2300,15,1979,1 13.0,8,350,175,4100,13,1974,2 17.0,6,250,100,3329,16,1972,2 26.0,4,98,79,2255,18,1977,2 17.0,6,231,110,3907,21,1976,2 12.0,8,350,180,4499,13,1974,2 18.0,6,250,88,3139,15,1972,2 18.2,8,318,135,3830,15,1980,2 16.0,6,250,100,3781,17,1975,2 11.0,8,400,150,4997,14,1974,2 12.0,8,400,167,4906,13,1974,2 25.0,4,98,80,2126,17,1973,2 34.2,4,105,70,2200,13,1980,2 32.2,4,108,75,2265,15,1981,1 26.6,4,151,84,2635,16,1982,2 43.4,4,90,48,2335,24,1981,0 30.0,4,88,76,2065,15,1972,0 25.0,4,121,115,2671,14,1976,0 18.0,8,307,130,3504,12,1971,2 20.0,4,97,88,2279,19,1974,1 18.0,4,121,112,2933,15,1973,0 16.0,8,351,149,4335,15,1978,2 33.0,4,91,53,1795,18,1976,1 37.3,4,91,69,2130,15,1980,0 18.0,6,225,95,3785,19,1976,2 24.5,4,151,88,2740,16,1978,2 21.0,6,231,110,3039,15,1976,2 34.4,4,98,65,2045,16,1982,2 15.0,8,429,198,4341,10,1971,2 27.0,4,101,83,2202,15,1977,0 26.0,4,79,67,1963,16,1975,0 16.0,8,400,170,4668,12,1976,2 23.2,4,156,105,2745,17,1979,2 27.0,4,97,60,1834,19,1972,0 26.5,4,140,72,2565,14,1977,2 13.0,8,360,170,4654,13,1974,2 30.9,4,105,75,2230,15,1979,2 20.0,4,114,91,2582,14,1974,0 36.1,4,98,66,1800,14,1979,2 26.0,4,97,78,2300,15,1975,0 28.0,4,151,90,2678,17,1981,2 12.0,8,455,225,4951,11,1974,2 17.0,8,304,150,3672,12,1973,2 15.0,8,350,145,4440,14,1976,2 16.0,8,318,150,4190,13,1977,2 26.0,4,91,70,1955,21,1972,2 13.0,8,302,129,3169,12,1976,2 22.0,4,121,98,2945,15,1976,0 21.0,4,120,87,2979,20,1973,0 26.8,6,173,115,2700,13,1980,2 29.0,4,97,75,2171,16,1976,1 32.0,4,144,96,2665,14,1983,1 35.1,4,81,60,1760,16,1982,1 19.2,8,267,125,3605,15,1980,2 23.0,4,120,88,2957,17,1976,0 20.6,6,225,110,3360,17,1980,2 27.0,4,151,90,2735,18,1983,2 15.0,8,350,165,3693,12,1971,2 18.1,8,302,139,3205,11,1979,2 31.3,4,120,75,2542,18,1981,1 27.5,4,134,95,2560,14,1979,1 14.0,8,455,225,4425,10,1971,2 15.0,6,250,72,3158,20,1976,2 28.0,4,107,86,2464,16,1977,0 19.0,6,250,88,3302,16,1972,2 18.0,3,70,90,2124,14,1974,1 29.5,4,98,68,2135,17,1979,1 19.0,6,232,100,2634,13,1972,2 16.2,6,163,133,3410,16,1979,0 24.3,4,151,90,3003,20,1981,2 17.5,8,318,140,4080,14,1979,2 18.0,6,171,97,2984,15,1976,2 23.0,6,198,95,2904,16,1974,2 23.0,4,97,54,2254,24,1973,0 19.9,8,260,110,3365,16,1979,2 16.0,6,225,105,3439,16,1972,2 26.0,4,156,92,2585,15,1983,2 20.0,6,156,122,2807,14,1974,1 38.0,4,105,63,2125,15,1983,2 32.4,4,107,72,2290,17,1981,1 20.3,5,131,103,2830,16,1979,0 29.0,4,68,49,1867,20,1974,0 31.0,4,112,85,2575,16,1983,2 21.0,4,122,86,2226,17,1973,2 26.0,4,96,69,2189,18,1973,0 14.0,8,400,175,4385,12,1973,2 14.0,8,304,150,3672,12,1974,2 20.2,8,302,139,3570,13,1979,2 31.5,4,98,68,2045,19,1978,1 19.8,6,200,85,2990,18,1980,2 33.8,4,97,67,2145,18,1981,1 17.5,8,305,140,4215,13,1977,2 18.0,8,318,150,3436,11,1971,2 34.0,4,112,88,2395,18,1983,2 20.8,6,200,85,3070,17,1979,2 18.0,6,250,105,3459,16,1976,2 13.0,8,318,150,3940,13,1977,2 14.0,8,351,153,4129,13,1973,2 13.0,8,440,215,4735,11,1974,2 25.8,4,156,92,2620,14,1982,2 28.4,4,151,90,2670,16,1980,2 13.0,8,400,190,4422,13,1973,2 15.0,8,350,145,4082,13,1974,2 14.0,8,318,150,4077,14,1973,2 41.5,4,98,76,2144,15,1981,0 27.2,4,135,84,2490,16,1982,2 43.1,4,90,48,1985,22,1979,0 29.0,4,90,70,1937,14,1976,0 33.5,4,85,70,1945,17,1978,1 26.0,4,116,75,2246,14,1975,0 23.0,4,140,83,2639,17,1976,2 23.9,8,260,90,3420,22,1980,2 19.0,6,225,100,3630,18,1978,2 21.0,4,140,72,2401,20,1974,2 15.0,8,390,190,3850,9,1971,2 40.8,4,85,65,2110,19,1981,1 18.0,6,250,88,3021,17,1974,2 13.0,8,307,130,4098,14,1973,2 25.4,6,168,116,2900,13,1982,1 22.0,6,146,97,2815,15,1978,1 17.7,6,231,165,3445,13,1979,2 39.1,4,79,58,1755,17,1982,1 30.0,4,79,70,2074,20,1972,0 22.0,6,225,100,3233,15,1977,2 32.9,4,119,100,2615,15,1982,1 37.0,4,85,65,1975,19,1982,1 14.5,8,351,152,4215,13,1977,2 28.8,6,173,115,2595,11,1980,2 15.0,8,302,130,4295,15,1978,2 17.5,6,258,95,3193,18,1977,2 21.6,4,121,115,2795,16,1979,0 14.0,8,318,150,4457,14,1975,2 16.5,6,168,120,3820,17,1977,0 14.0,8,302,137,4042,15,1974,2 32.0,4,83,61,2003,19,1975,1 10.0,8,360,215,4615,14,1971,2 31.0,4,76,52,1649,17,1975,1 21.0,6,200,85,2587,16,1971,2 27.0,4,140,86,2790,16,1983,2 15.0,8,383,170,3563,10,1971,2 28.0,4,120,79,2625,19,1983,2 23.0,4,140,78,2592,19,1976,2 16.0,8,318,150,4498,15,1976,2 20.0,4,130,102,3150,16,1977,0 44.0,4,97,52,2130,25,1983,0 14.0,8,318,150,4096,13,1972,2 20.2,6,200,85,2965,16,1979,2 39.0,4,86,64,1875,16,1982,2 23.0,4,122,86,2220,14,1972,2 13.0,8,350,145,4055,12,1977,2 18.0,6,225,105,3121,17,1974,2 16.0,8,400,180,4220,11,1978,2 25.0,4,110,87,2672,18,1971,0 14.0,8,454,220,4354,9,1971,2 15.0,8,318,150,3399,11,1974,2 19.4,8,318,140,3735,13,1979,2 44.3,4,90,48,2085,22,1981,0 28.0,4,97,75,2155,16,1977,1 29.0,4,135,84,2525,16,1983,2 32.1,4,98,70,2120,16,1981,2 24.0,4,121,110,2660,14,1974,0 36.4,5,121,67,2950,20,1981,0 13.0,8,350,145,3988,13,1974,2 23.5,6,173,110,2725,13,1982,2 24.0,4,113,95,2372,15,1971,1 17.0,8,305,130,3840,15,1980,2 36.1,4,91,60,1800,16,1979,1 22.0,6,232,112,2835,15,1983,2 18.0,6,232,100,3288,16,1972,2 22.0,6,250,105,3353,15,1977,2 25.1,4,140,88,2720,15,1979,2 29.0,4,85,52,2035,22,1977,2 20.5,6,231,105,3425,17,1978,2 9.0,8,304,193,4732,19,1971,2 13.0,8,400,175,5140,12,1972,2 35.7,4,98,80,1915,14,1980,2 24.0,4,90,75,2108,16,1975,0 30.7,6,145,76,3160,20,1982,0 32.8,4,78,52,1985,19,1979,1 16.0,6,258,110,3632,18,1975,2 34.7,4,105,63,2215,15,1982,2 25.0,4,140,92,2572,15,1977,2 31.0,4,79,67,2000,16,1975,0 29.8,4,134,90,2711,16,1981,1 15.0,8,318,150,4135,14,1973,2 22.0,4,121,76,2511,18,1973,0 25.0,4,104,95,2375,18,1971,0 27.0,4,97,88,2130,15,1972,1 37.0,4,91,68,2025,18,1983,1 18.0,6,258,110,2962,14,1972,2 32.0,4,71,65,1836,21,1975,1 38.0,4,91,67,1995,16,1983,1 28.0,4,112,88,2605,20,1983,2 26.0,4,121,113,2234,13,1971,0 36.0,4,135,84,2370,13,1983,2 27.4,4,121,80,2670,15,1980,2 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11.0,8,318,210,4382,14,1971,2 17.0,6,163,125,3140,14,1979,0 36.0,4,105,74,1980,15,1983,0