05. Model Evaluation and Refinement - imported_clean_df.csv

,Unnamed: 0,Unnamed: 0.1,symboling,normalized-losses,make,aspiration,num-of-doors,body-style,drive-wheels,engine-location,wheel-base,length,width,height,curb-weight,engine-type,num-of-cylinders,engine-size,fuel-system,bore,stroke,compression-ratio,horsepower,peak-rpm,city-mpg,highway-mpg,price,city-L/100km,horsepower-binned,diesel,gas
0,0,0,3,122,alfa-romero,std,two,convertible,rwd,front,88.6,0.8111484863046613,0.8902777777777777,48.8,2548,dohc,four,130,mpfi,3.47,2.68,9.0,111.0,5000.0,21,27,13495.0,11.190476190476188,Medium,0,1
1,1,1,3,122,alfa-romero,std,two,convertible,rwd,front,88.6,0.8111484863046613,0.8902777777777777,48.8,2548,dohc,four,130,mpfi,3.47,2.68,9.0,111.0,5000.0,21,27,16500.0,11.190476190476188,Medium,0,1
2,2,2,1,122,alfa-romero,std,two,hatchback,rwd,front,94.5,0.8226814031715521,0.9097222222222222,52.4,2823,ohcv,six,152,mpfi,2.68,3.47,9.0,154.0,5000.0,19,26,16500.0,12.36842105263158,Medium,0,1
3,3,3,2,164,audi,std,four,sedan,fwd,front,99.8,0.8486304661220567,0.9194444444444444,54.3,2337,ohc,four,109,mpfi,3.19,3.4,10.0,102.0,5500.0,24,30,13950.0,9.791666666666666,Medium,0,1
4,4,4,2,164,audi,std,four,sedan,4wd,front,99.4,0.8486304661220567,0.9222222222222224,54.3,2824,ohc,five,136,mpfi,3.19,3.4,8.0,115.0,5500.0,18,22,17450.0,13.055555555555555,Medium,0,1
5,5,5,2,122,audi,std,two,sedan,fwd,front,99.8,0.8519942335415667,0.9208333333333332,53.1,2507,ohc,five,136,mpfi,3.19,3.4,8.5,110.0,5500.0,19,25,15250.0,12.36842105263158,Medium,0,1
6,6,6,1,158,audi,std,four,sedan,fwd,front,105.8,0.9259971167707832,0.9916666666666668,55.7,2844,ohc,five,136,mpfi,3.19,3.4,8.5,110.0,5500.0,19,25,17710.0,12.36842105263158,Medium,0,1
7,7,7,1,122,audi,std,four,wagon,fwd,front,105.8,0.9259971167707832,0.9916666666666668,55.7,2954,ohc,five,136,mpfi,3.19,3.4,8.5,110.0,5500.0,19,25,18920.0,12.36842105263158,Medium,0,1
8,8,8,1,158,audi,turbo,four,sedan,fwd,front,105.8,0.9259971167707832,0.9916666666666668,55.9,3086,ohc,five,131,mpfi,3.13,3.4,8.3,140.0,5500.0,17,20,23875.0,13.823529411764708,Medium,0,1
9,9,9,2,192,bmw,std,two,sedan,rwd,front,101.2,0.8495915425276309,0.8999999999999999,54.3,2395,ohc,four,108,mpfi,3.5,2.8,8.8,101.0,5800.0,23,29,16430.0,10.217391304347826,Low,0,1
10,10,10,0,192,bmw,std,four,sedan,rwd,front,101.2,0.8495915425276309,0.8999999999999999,54.3,2395,ohc,four,108,mpfi,3.5,2.8,8.8,101.0,5800.0,23,29,16925.0,10.217391304347826,Low,0,1
11,11,11,0,188,bmw,std,two,sedan,rwd,front,101.2,0.8495915425276309,0.8999999999999999,54.3,2710,ohc,six,164,mpfi,3.31,3.19,9.0,121.0,4250.0,21,28,20970.0,11.190476190476188,Medium,0,1
12,12,12,0,188,bmw,std,four,sedan,rwd,front,101.2,0.8495915425276309,0.8999999999999999,54.3,2765,ohc,six,164,mpfi,3.31,3.19,9.0,121.0,4250.0,21,28,21105.0,11.190476190476188,Medium,0,1
13,13,13,1,122,bmw,std,four,sedan,rwd,front,103.5,0.9082172032676598,0.9291666666666668,55.7,3055,ohc,six,164,mpfi,3.31,3.19,9.0,121.0,4250.0,20,25,24565.0,11.75,Medium,0,1
14,14,14,0,122,bmw,std,four,sedan,rwd,front,103.5,0.9082172032676598,0.9291666666666668,55.7,3230,ohc,six,209,mpfi,3.62,3.39,8.0,182.0,5400.0,16,22,30760.0,14.6875,High,0,1
15,15,15,0,122,bmw,std,two,sedan,rwd,front,103.5,0.9312830370014415,0.9430555555555556,53.7,3380,ohc,six,209,mpfi,3.62,3.39,8.0,182.0,5400.0,16,22,41315.0,14.6875,High,0,1
16,16,16,0,122,bmw,std,four,sedan,rwd,front,110.0,0.9466602594906296,0.9847222222222224,56.3,3505,ohc,six,209,mpfi,3.62,3.39,8.0,182.0,5400.0,15,20,36880.0,15.666666666666664,High,0,1
17,17,17,2,121,chevrolet,std,two,hatchback,fwd,front,88.4,0.6780394041326285,0.8374999999999999,53.2,1488,l,three,61,2bbl,2.91,3.03,9.5,48.0,5100.0,47,53,5151.0,5.0,Low,0,1
18,18,18,1,98,chevrolet,std,two,hatchback,fwd,front,94.5,0.7491590581451226,0.8833333333333333,52.0,1874,ohc,four,90,2bbl,3.03,3.11,9.6,70.0,5400.0,38,43,6295.0,6.184210526315789,Low,0,1
19,19,19,0,81,chevrolet,std,four,sedan,fwd,front,94.5,0.7630946660259491,0.8833333333333333,52.0,1909,ohc,four,90,2bbl,3.03,3.11,9.6,70.0,5400.0,38,43,6575.0,6.184210526315789,Low,0,1
20,20,20,1,118,dodge,std,two,hatchback,fwd,front,93.7,0.7558865929841423,0.8861111111111111,50.8,1876,ohc,four,90,2bbl,2.97,3.23,9.41,68.0,5500.0,37,41,5572.0,6.351351351351353,Low,0,1
21,21,21,1,118,dodge,std,two,hatchback,fwd,front,93.7,0.7558865929841423,0.8861111111111111,50.8,1876,ohc,four,90,2bbl,2.97,3.23,9.4,68.0,5500.0,31,38,6377.0,7.580645161290323,Low,0,1
22,22,22,1,118,dodge,turbo,two,hatchback,fwd,front,93.7,0.7558865929841423,0.8861111111111111,50.8,2128,ohc,four,98,mpfi,3.03,3.39,7.6,102.0,5500.0,24,30,7957.0,9.791666666666666,Medium,0,1
23,23,23,1,148,dodge,std,four,hatchback,fwd,front,93.7,0.7558865929841423,0.8861111111111111,50.6,1967,ohc,four,90,2bbl,2.97,3.23,9.4,68.0,5500.0,31,38,6229.0,7.580645161290323,Low,0,1
24,24,24,1,148,dodge,std,four,sedan,fwd,front,93.7,0.7558865929841423,0.8861111111111111,50.6,1989,ohc,four,90,2bbl,2.97,3.23,9.4,68.0,5500.0,31,38,6692.0,7.580645161290323,Low,0,1
25,25,25,1,148,dodge,std,four,sedan,fwd,front,93.7,0.7558865929841423,0.8861111111111111,50.6,1989,ohc,four,90,2bbl,2.97,3.23,9.4,68.0,5500.0,31,38,7609.0,7.580645161290323,Low,0,1
26,26,26,1,148,dodge,turbo,four,sedan,fwd,front,93.7,0.7558865929841423,0.8861111111111111,50.6,2191,ohc,four,98,mpfi,3.03,3.39,7.6,102.0,5500.0,24,30,8558.0,9.791666666666666,Medium,0,1
27,27,27,-1,110,dodge,std,four,wagon,fwd,front,103.3,0.8390197020663143,0.8972222222222221,59.8,2535,ohc,four,122,2bbl,3.34,3.46,8.5,88.0,5000.0,24,30,8921.0,9.791666666666666,Low,0,1
28,28,28,3,145,dodge,turbo,two,hatchback,fwd,front,95.9,0.8322921672272945,0.9208333333333332,50.2,2811,ohc,four,156,mfi,3.6,3.9,7.0,145.0,5000.0,19,24,12964.0,12.36842105263158,Medium,0,1
29,29,29,2,137,honda,std,two,hatchback,fwd,front,86.6,0.6948582412301778,0.8875,50.8,1713,ohc,four,92,1bbl,2.91,3.41,9.6,58.0,4800.0,49,54,6479.0,4.795918367346938,Low,0,1
30,30,30,2,137,honda,std,two,hatchback,fwd,front,86.6,0.6948582412301778,0.8875,50.8,1819,ohc,four,92,1bbl,2.91,3.41,9.2,76.0,6000.0,31,38,6855.0,7.580645161290323,Low,0,1
31,31,31,1,101,honda,std,two,hatchback,fwd,front,93.7,0.7208073041806824,0.8888888888888888,52.6,1837,ohc,four,79,1bbl,2.91,3.07,10.1,60.0,5500.0,38,42,5399.0,6.184210526315789,Low,0,1
32,32,32,1,101,honda,std,two,hatchback,fwd,front,93.7,0.7208073041806824,0.8888888888888888,52.6,1940,ohc,four,92,1bbl,2.91,3.41,9.2,76.0,6000.0,30,34,6529.0,7.833333333333332,Low,0,1
33,33,33,1,101,honda,std,two,hatchback,fwd,front,93.7,0.7208073041806824,0.8888888888888888,52.6,1956,ohc,four,92,1bbl,2.91,3.41,9.2,76.0,6000.0,30,34,7129.0,7.833333333333332,Low,0,1
34,34,34,0,110,honda,std,four,sedan,fwd,front,96.5,0.7851994233541567,0.8888888888888888,54.5,2010,ohc,four,92,1bbl,2.91,3.41,9.2,76.0,6000.0,30,34,7295.0,7.833333333333332,Low,0,1
35,35,35,0,78,honda,std,four,wagon,fwd,front,96.5,0.7549255165785679,0.8875,58.3,2024,ohc,four,92,1bbl,2.92,3.41,9.2,76.0,6000.0,30,34,7295.0,7.833333333333332,Low,0,1
36,36,36,0,106,honda,std,two,hatchback,fwd,front,96.5,0.8049014896684287,0.9055555555555556,53.3,2236,ohc,four,110,1bbl,3.15,3.58,9.0,86.0,5800.0,27,33,7895.0,8.703703703703704,Low,0,1
37,37,37,0,106,honda,std,two,hatchback,fwd,front,96.5,0.8049014896684287,0.9055555555555556,53.3,2289,ohc,four,110,1bbl,3.15,3.58,9.0,86.0,5800.0,27,33,9095.0,8.703703703703704,Low,0,1
38,38,38,0,85,honda,std,four,sedan,fwd,front,96.5,0.8428640076886112,0.9055555555555556,54.1,2304,ohc,four,110,1bbl,3.15,3.58,9.0,86.0,5800.0,27,33,8845.0,8.703703703703704,Low,0,1
39,39,39,0,85,honda,std,four,sedan,fwd,front,96.5,0.8428640076886112,0.8680555555555556,54.1,2372,ohc,four,110,1bbl,3.15,3.58,9.0,86.0,5800.0,27,33,10295.0,8.703703703703704,Low,0,1
40,40,40,0,85,honda,std,four,sedan,fwd,front,96.5,0.8428640076886112,0.9055555555555556,54.1,2465,ohc,four,110,mpfi,3.15,3.58,9.0,101.0,5800.0,24,28,12945.0,9.791666666666666,Low,0,1
41,41,41,1,107,honda,std,two,sedan,fwd,front,96.5,0.8125901009130225,0.9166666666666666,51.0,2293,ohc,four,110,2bbl,3.15,3.58,9.1,100.0,5500.0,25,31,10345.0,9.4,Low,0,1
42,42,42,0,122,isuzu,std,four,sedan,rwd,front,94.3,0.8202787121576165,0.8583333333333333,53.5,2337,ohc,four,111,2bbl,3.31,3.23,8.5,78.0,4800.0,24,29,6785.0,9.791666666666666,Low,0,1
43,43,43,2,122,isuzu,std,two,hatchback,rwd,front,96.0,0.8294089380105718,0.9055555555555556,51.4,2734,ohc,four,119,spfi,3.43,3.23,9.2,90.0,5000.0,24,29,11048.0,9.791666666666666,Low,0,1
44,44,44,0,145,jaguar,std,four,sedan,rwd,front,113.0,0.9591542527630946,0.9666666666666666,52.8,4066,dohc,six,258,mpfi,3.63,4.17,8.1,176.0,4750.0,15,19,32250.0,15.666666666666664,High,0,1
45,45,45,0,122,jaguar,std,four,sedan,rwd,front,113.0,0.9591542527630946,0.9666666666666666,52.8,4066,dohc,six,258,mpfi,3.63,4.17,8.1,176.0,4750.0,15,19,35550.0,15.666666666666664,High,0,1
46,46,46,0,122,jaguar,std,two,sedan,rwd,front,102.0,0.921191734742912,0.9805555555555556,47.8,3950,ohcv,twelve,326,mpfi,3.54,2.76,11.5,262.0,5000.0,13,17,36000.0,18.07692307692308,,0,1
47,47,47,1,104,mazda,std,two,hatchback,fwd,front,93.1,0.7645362806343105,0.8916666666666667,54.1,1890,ohc,four,91,2bbl,3.03,3.15,9.0,68.0,5000.0,30,31,5195.0,7.833333333333332,Low,0,1
48,48,48,1,104,mazda,std,two,hatchback,fwd,front,93.1,0.7645362806343105,0.8916666666666667,54.1,1900,ohc,four,91,2bbl,3.03,3.15,9.0,68.0,5000.0,31,38,6095.0,7.580645161290323,Low,0,1
49,49,49,1,104,mazda,std,two,hatchback,fwd,front,93.1,0.7645362806343105,0.8916666666666667,54.1,1905,ohc,four,91,2bbl,3.03,3.15,9.0,68.0,5000.0,31,38,6795.0,7.580645161290323,Low,0,1
50,50,50,1,113,mazda,std,four,sedan,fwd,front,93.1,0.8015377222489188,0.8916666666666667,54.1,1945,ohc,four,91,2bbl,3.03,3.15,9.0,68.0,5000.0,31,38,6695.0,7.580645161290323,Low,0,1
51,51,51,1,113,mazda,std,four,sedan,fwd,front,93.1,0.8015377222489188,0.8916666666666667,54.1,1950,ohc,four,91,2bbl,3.08,3.15,9.0,68.0,5000.0,31,38,7395.0,7.580645161290323,Low,0,1
52,52,52,3,150,mazda,std,two,hatchback,rwd,front,95.3,0.8121095627102355,0.9125,49.6,2380,rotor,two,70,4bbl,3.329751243781096,,9.4,101.0,6000.0,17,23,10945.0,13.823529411764708,Low,0,1
53,53,53,3,150,mazda,std,two,hatchback,rwd,front,95.3,0.8121095627102355,0.9125,49.6,2380,rotor,two,70,4bbl,3.329751243781096,,9.4,101.0,6000.0,17,23,11845.0,13.823529411764708,Low,0,1
54,54,54,3,150,mazda,std,two,hatchback,rwd,front,95.3,0.8121095627102355,0.9125,49.6,2385,rotor,two,70,4bbl,3.329751243781096,,9.4,101.0,6000.0,17,23,13645.0,13.823529411764708,Low,0,1
55,55,55,3,150,mazda,std,two,hatchback,rwd,front,95.3,0.8121095627102355,0.9125,49.6,2500,rotor,two,80,mpfi,3.329751243781096,,9.4,135.0,6000.0,16,23,15645.0,14.6875,Medium,0,1
56,56,56,1,129,mazda,std,two,hatchback,fwd,front,98.8,0.8543969245555022,0.9236111111111112,53.7,2385,ohc,four,122,2bbl,3.39,3.39,8.6,84.0,4800.0,26,32,8845.0,9.038461538461537,Low,0,1
57,57,57,0,115,mazda,std,four,sedan,fwd,front,98.8,0.8543969245555022,0.9236111111111112,55.5,2410,ohc,four,122,2bbl,3.39,3.39,8.6,84.0,4800.0,26,32,8495.0,9.038461538461537,Low,0,1
58,58,58,1,129,mazda,std,two,hatchback,fwd,front,98.8,0.8543969245555022,0.9236111111111112,53.7,2385,ohc,four,122,2bbl,3.39,3.39,8.6,84.0,4800.0,26,32,10595.0,9.038461538461537,Low,0,1
59,59,59,0,115,mazda,std,four,sedan,fwd,front,98.8,0.8543969245555022,0.9236111111111112,55.5,2410,ohc,four,122,2bbl,3.39,3.39,8.6,84.0,4800.0,26,32,10245.0,9.038461538461537,Low,0,1
60,60,60,0,122,mazda,std,four,sedan,fwd,front,98.8,0.8543969245555022,0.9236111111111112,55.5,2443,ohc,four,122,idi,3.39,3.39,22.7,64.0,4650.0,36,42,10795.0,6.527777777777778,Low,1,0
61,61,61,0,115,mazda,std,four,hatchback,fwd,front,98.8,0.8543969245555022,0.9236111111111112,55.5,2425,ohc,four,122,2bbl,3.39,3.39,8.6,84.0,4800.0,26,32,11245.0,9.038461538461537,Low,0,1
62,62,62,0,118,mazda,std,four,sedan,rwd,front,104.9,0.8409418548774628,0.9180555555555556,54.4,2670,ohc,four,140,mpfi,3.76,3.16,8.0,120.0,5000.0,19,27,18280.0,12.36842105263158,Medium,0,1
63,63,63,0,122,mazda,std,four,sedan,rwd,front,104.9,0.8409418548774628,0.9180555555555556,54.4,2700,ohc,four,134,idi,3.43,3.64,22.0,72.0,4200.0,31,39,18344.0,7.580645161290323,Low,1,0
64,64,64,-1,93,mercedes-benz,turbo,four,sedan,rwd,front,110.0,0.9173474291206152,0.9763888888888888,56.5,3515,ohc,five,183,idi,3.58,3.64,21.5,123.0,4350.0,22,25,25552.0,10.681818181818182,Medium,1,0
65,65,65,-1,93,mercedes-benz,turbo,four,wagon,rwd,front,110.0,0.9173474291206152,0.9763888888888888,58.7,3750,ohc,five,183,idi,3.58,3.64,21.5,123.0,4350.0,22,25,28248.0,10.681818181818182,Medium,1,0
66,66,66,0,93,mercedes-benz,turbo,two,hardtop,rwd,front,106.7,0.9010091302258528,0.9763888888888888,54.9,3495,ohc,five,183,idi,3.58,3.64,21.5,123.0,4350.0,22,25,28176.0,10.681818181818182,Medium,1,0
67,67,67,-1,93,mercedes-benz,turbo,four,sedan,rwd,front,115.6,0.9735703988467084,0.9958333333333332,56.3,3770,ohc,five,183,idi,3.58,3.64,21.5,123.0,4350.0,22,25,31600.0,10.681818181818182,Medium,1,0
68,68,68,-1,122,mercedes-benz,std,four,sedan,rwd,front,115.6,0.9735703988467084,0.9958333333333332,56.5,3740,ohcv,eight,234,mpfi,3.46,3.1,8.3,155.0,4750.0,16,18,34184.0,14.6875,Medium,0,1
69,69,69,3,142,mercedes-benz,std,two,convertible,rwd,front,96.6,0.8664103796251803,0.9791666666666666,50.8,3685,ohcv,eight,234,mpfi,3.46,3.1,8.3,155.0,4750.0,16,18,35056.0,14.6875,Medium,0,1
70,70,70,0,122,mercedes-benz,std,four,sedan,rwd,front,120.9,1.0,0.9958333333333332,56.7,3900,ohcv,eight,308,mpfi,3.8,3.35,8.0,184.0,4500.0,14,16,40960.0,16.785714285714285,High,0,1
71,71,71,1,122,mercedes-benz,std,two,hardtop,rwd,front,112.0,0.957232099951946,1.0,55.4,3715,ohcv,eight,304,mpfi,3.8,3.35,8.0,184.0,4500.0,14,16,45400.0,16.785714285714285,High,0,1
72,72,72,1,122,mercury,turbo,two,hatchback,rwd,front,102.7,0.8572801537722249,0.9444444444444444,54.8,2910,ohc,four,140,mpfi,3.78,3.12,8.0,175.0,5000.0,19,24,16503.0,12.36842105263158,High,0,1
73,73,73,2,161,mitsubishi,std,two,hatchback,fwd,front,93.7,0.7558865929841423,0.8944444444444445,50.8,1918,ohc,four,92,2bbl,2.97,3.23,9.4,68.0,5500.0,37,41,5389.0,6.351351351351353,Low,0,1
74,74,74,2,161,mitsubishi,std,two,hatchback,fwd,front,93.7,0.7558865929841423,0.8944444444444445,50.8,1944,ohc,four,92,2bbl,2.97,3.23,9.4,68.0,5500.0,31,38,6189.0,7.580645161290323,Low,0,1
75,75,75,2,161,mitsubishi,std,two,hatchback,fwd,front,93.7,0.7558865929841423,0.8944444444444445,50.8,2004,ohc,four,92,2bbl,2.97,3.23,9.4,68.0,5500.0,31,38,6669.0,7.580645161290323,Low,0,1
76,76,76,1,161,mitsubishi,turbo,two,hatchback,fwd,front,93.0,0.7558865929841423,0.8861111111111111,50.8,2145,ohc,four,98,spdi,3.03,3.39,7.6,102.0,5500.0,24,30,7689.0,9.791666666666666,Medium,0,1
77,77,77,3,153,mitsubishi,turbo,two,hatchback,fwd,front,96.3,0.8313310908217203,0.9083333333333334,49.4,2370,ohc,four,110,spdi,3.17,3.46,7.5,116.0,5500.0,23,30,9959.0,10.217391304347826,Medium,0,1
78,78,78,3,153,mitsubishi,std,two,hatchback,fwd,front,96.3,0.8313310908217203,0.9083333333333334,49.4,2328,ohc,four,122,2bbl,3.35,3.46,8.5,88.0,5000.0,25,32,8499.0,9.4,Low,0,1
79,79,79,3,122,mitsubishi,turbo,two,hatchback,fwd,front,95.9,0.8322921672272945,0.9208333333333332,50.2,2833,ohc,four,156,spdi,3.58,3.86,7.0,145.0,5000.0,19,24,12629.0,12.36842105263158,Medium,0,1
80,80,80,3,122,mitsubishi,turbo,two,hatchback,fwd,front,95.9,0.8322921672272945,0.9208333333333332,50.2,2921,ohc,four,156,spdi,3.59,3.86,7.0,145.0,5000.0,19,24,14869.0,12.36842105263158,Medium,0,1
81,81,81,3,122,mitsubishi,turbo,two,hatchback,fwd,front,95.9,0.8322921672272945,0.9208333333333332,50.2,2926,ohc,four,156,spdi,3.59,3.86,7.0,145.0,5000.0,19,24,14489.0,12.36842105263158,Medium,0,1
82,82,82,1,125,mitsubishi,std,four,sedan,fwd,front,96.3,0.8284478616049976,0.9083333333333334,51.6,2365,ohc,four,122,2bbl,3.35,3.46,8.5,88.0,5000.0,25,32,6989.0,9.4,Low,0,1
83,83,83,1,125,mitsubishi,std,four,sedan,fwd,front,96.3,0.8284478616049976,0.9083333333333334,51.6,2405,ohc,four,122,2bbl,3.35,3.46,8.5,88.0,5000.0,25,32,8189.0,9.4,Low,0,1
84,84,84,1,125,mitsubishi,turbo,four,sedan,fwd,front,96.3,0.8284478616049976,0.9083333333333334,51.6,2403,ohc,four,110,spdi,3.17,3.46,7.5,116.0,5500.0,23,30,9279.0,10.217391304347826,Medium,0,1
85,85,85,-1,137,mitsubishi,std,four,sedan,fwd,front,96.3,0.8284478616049976,0.9083333333333334,51.6,2403,ohc,four,110,spdi,3.17,3.46,7.5,116.0,5500.0,23,30,9279.0,10.217391304347826,Medium,0,1
86,86,86,1,128,nissan,std,two,sedan,fwd,front,94.5,0.794329649207112,0.8861111111111111,54.5,1889,ohc,four,97,2bbl,3.15,3.29,9.4,69.0,5200.0,31,37,5499.0,7.580645161290323,Low,0,1
87,87,87,1,128,nissan,std,two,sedan,fwd,front,94.5,0.794329649207112,0.8861111111111111,54.5,2017,ohc,four,103,idi,2.99,3.47,21.9,55.0,4800.0,45,50,7099.0,5.222222222222221,Low,1,0
88,88,88,1,128,nissan,std,two,sedan,fwd,front,94.5,0.794329649207112,0.8861111111111111,54.5,1918,ohc,four,97,2bbl,3.15,3.29,9.4,69.0,5200.0,31,37,6649.0,7.580645161290323,Low,0,1
89,89,89,1,122,nissan,std,four,sedan,fwd,front,94.5,0.794329649207112,0.8861111111111111,54.5,1938,ohc,four,97,2bbl,3.15,3.29,9.4,69.0,5200.0,31,37,6849.0,7.580645161290323,Low,0,1
90,90,90,1,103,nissan,std,four,wagon,fwd,front,94.5,0.8178760211436809,0.8861111111111111,53.5,2024,ohc,four,97,2bbl,3.15,3.29,9.4,69.0,5200.0,31,37,7349.0,7.580645161290323,Low,0,1
91,91,91,1,128,nissan,std,two,sedan,fwd,front,94.5,0.794329649207112,0.8861111111111111,54.5,1951,ohc,four,97,2bbl,3.15,3.29,9.4,69.0,5200.0,31,37,7299.0,7.580645161290323,Low,0,1
92,92,92,1,128,nissan,std,two,hatchback,fwd,front,94.5,0.7957712638154734,0.8861111111111111,53.3,2028,ohc,four,97,2bbl,3.15,3.29,9.4,69.0,5200.0,31,37,7799.0,7.580645161290323,Low,0,1
93,93,93,1,122,nissan,std,four,sedan,fwd,front,94.5,0.794329649207112,0.8861111111111111,54.5,1971,ohc,four,97,2bbl,3.15,3.29,9.4,69.0,5200.0,31,37,7499.0,7.580645161290323,Low,0,1
94,94,94,1,103,nissan,std,four,wagon,fwd,front,94.5,0.8178760211436809,0.8861111111111111,53.5,2037,ohc,four,97,2bbl,3.15,3.29,9.4,69.0,5200.0,31,37,7999.0,7.580645161290323,Low,0,1
95,95,95,2,168,nissan,std,two,hardtop,fwd,front,95.1,0.7803940413262855,0.8861111111111111,53.3,2008,ohc,four,97,2bbl,3.15,3.29,9.4,69.0,5200.0,31,37,8249.0,7.580645161290323,Low,0,1
96,96,96,0,106,nissan,std,four,hatchback,fwd,front,97.2,0.8332532436328689,0.9055555555555556,54.7,2324,ohc,four,120,2bbl,3.33,3.47,8.5,97.0,5200.0,27,34,8949.0,8.703703703703704,Low,0,1
97,97,97,0,106,nissan,std,four,sedan,fwd,front,97.2,0.8332532436328689,0.9055555555555556,54.7,2302,ohc,four,120,2bbl,3.33,3.47,8.5,97.0,5200.0,27,34,9549.0,8.703703703703704,Low,0,1
98,98,98,0,128,nissan,std,four,sedan,fwd,front,100.4,0.8731379144641999,0.9236111111111112,55.1,3095,ohcv,six,181,mpfi,3.43,3.27,9.0,152.0,5200.0,17,22,13499.0,13.823529411764708,Medium,0,1
99,99,99,0,108,nissan,std,four,wagon,fwd,front,100.4,0.8870735223450265,0.9236111111111112,56.1,3296,ohcv,six,181,mpfi,3.43,3.27,9.0,152.0,5200.0,17,22,14399.0,13.823529411764708,Medium,0,1
100,100,100,0,108,nissan,std,four,sedan,fwd,front,100.4,0.8870735223450265,0.9236111111111112,55.1,3060,ohcv,six,181,mpfi,3.43,3.27,9.0,152.0,5200.0,19,25,13499.0,12.36842105263158,Medium,0,1
101,101,101,3,194,nissan,std,two,hatchback,rwd,front,91.3,0.8202787121576165,0.9430555555555556,49.7,3071,ohcv,six,181,mpfi,3.43,3.27,9.0,160.0,5200.0,19,25,17199.0,12.36842105263158,High,0,1
102,102,102,3,194,nissan,turbo,two,hatchback,rwd,front,91.3,0.8202787121576165,0.9430555555555556,49.7,3139,ohcv,six,181,mpfi,3.43,3.27,7.8,200.0,5200.0,17,23,19699.0,13.823529411764708,High,0,1
103,103,103,1,231,nissan,std,two,hatchback,rwd,front,99.2,0.8577606919750121,0.9430555555555556,49.7,3139,ohcv,six,181,mpfi,3.43,3.27,9.0,160.0,5200.0,19,25,18399.0,12.36842105263158,High,0,1
104,104,104,0,161,peugot,std,four,sedan,rwd,front,107.9,0.897164824603556,0.95,56.7,3020,l,four,120,mpfi,3.46,3.19,8.4,97.0,5000.0,19,24,11900.0,12.36842105263158,Low,0,1
105,105,105,0,161,peugot,turbo,four,sedan,rwd,front,107.9,0.897164824603556,0.95,56.7,3197,l,four,152,idi,3.7,3.52,21.0,95.0,4150.0,28,33,13200.0,8.392857142857142,Low,1,0
106,106,106,0,122,peugot,std,four,wagon,rwd,front,114.2,0.9557904853435848,0.95,58.7,3230,l,four,120,mpfi,3.46,3.19,8.4,97.0,5000.0,19,24,12440.0,12.36842105263158,Low,0,1
107,107,107,0,122,peugot,turbo,four,wagon,rwd,front,114.2,0.9557904853435848,0.95,58.7,3430,l,four,152,idi,3.7,3.52,21.0,95.0,4150.0,25,25,13860.0,9.4,Low,1,0
108,108,108,0,161,peugot,std,four,sedan,rwd,front,107.9,0.897164824603556,0.95,56.7,3075,l,four,120,mpfi,3.46,2.19,8.4,95.0,5000.0,19,24,15580.0,12.36842105263158,Low,0,1
109,109,109,0,161,peugot,turbo,four,sedan,rwd,front,107.9,0.897164824603556,0.95,56.7,3252,l,four,152,idi,3.7,3.52,21.0,95.0,4150.0,28,33,16900.0,8.392857142857142,Low,1,0
110,110,110,0,122,peugot,std,four,wagon,rwd,front,114.2,0.9557904853435848,0.95,56.7,3285,l,four,120,mpfi,3.46,2.19,8.4,95.0,5000.0,19,24,16695.0,12.36842105263158,Low,0,1
111,111,111,0,122,peugot,turbo,four,wagon,rwd,front,114.2,0.9557904853435848,0.95,58.7,3485,l,four,152,idi,3.7,3.52,21.0,95.0,4150.0,25,25,17075.0,9.4,Low,1,0
112,112,112,0,161,peugot,std,four,sedan,rwd,front,107.9,0.897164824603556,0.95,56.7,3075,l,four,120,mpfi,3.46,3.19,8.4,97.0,5000.0,19,24,16630.0,12.36842105263158,Low,0,1
113,113,113,0,161,peugot,turbo,four,sedan,rwd,front,107.9,0.897164824603556,0.95,56.7,3252,l,four,152,idi,3.7,3.52,21.0,95.0,4150.0,28,33,17950.0,8.392857142857142,Low,1,0
114,114,114,0,161,peugot,turbo,four,sedan,rwd,front,108.0,0.897164824603556,0.9486111111111112,56.0,3130,l,four,134,mpfi,3.61,3.21,7.0,142.0,5600.0,18,24,18150.0,13.055555555555555,Medium,0,1
115,115,115,1,119,plymouth,std,two,hatchback,fwd,front,93.7,0.7558865929841423,0.8861111111111111,50.8,1918,ohc,four,90,2bbl,2.97,3.23,9.4,68.0,5500.0,37,41,5572.0,6.351351351351353,Low,0,1
116,116,116,1,119,plymouth,turbo,two,hatchback,fwd,front,93.7,0.7558865929841423,0.8861111111111111,50.8,2128,ohc,four,98,spdi,3.03,3.39,7.6,102.0,5500.0,24,30,7957.0,9.791666666666666,Medium,0,1
117,117,117,1,154,plymouth,std,four,hatchback,fwd,front,93.7,0.7558865929841423,0.8861111111111111,50.6,1967,ohc,four,90,2bbl,2.97,3.23,9.4,68.0,5500.0,31,38,6229.0,7.580645161290323,Low,0,1
118,118,118,1,154,plymouth,std,four,sedan,fwd,front,93.7,0.8039404132628545,0.8861111111111111,50.8,1989,ohc,four,90,2bbl,2.97,3.23,9.4,68.0,5500.0,31,38,6692.0,7.580645161290323,Low,0,1
119,119,119,1,154,plymouth,std,four,sedan,fwd,front,93.7,0.8039404132628545,0.8861111111111111,50.8,2191,ohc,four,98,2bbl,2.97,3.23,9.4,68.0,5500.0,31,38,7609.0,7.580645161290323,Low,0,1
120,120,120,-1,74,plymouth,std,four,wagon,fwd,front,103.3,0.8390197020663143,0.8972222222222221,59.8,2535,ohc,four,122,2bbl,3.35,3.46,8.5,88.0,5000.0,24,30,8921.0,9.791666666666666,Low,0,1
121,121,121,3,122,plymouth,turbo,two,hatchback,rwd,front,95.9,0.8322921672272945,0.9208333333333332,50.2,2818,ohc,four,156,spdi,3.59,3.86,7.0,145.0,5000.0,19,24,12764.0,12.36842105263158,Medium,0,1
122,122,122,3,186,porsche,std,two,hatchback,rwd,front,94.5,0.8116290245074483,0.9486111111111112,50.2,2778,ohc,four,151,mpfi,3.94,3.11,9.5,143.0,5500.0,19,27,22018.0,12.36842105263158,Medium,0,1
123,123,123,3,122,porsche,std,two,hardtop,rwd,rear,89.5,0.8116290245074483,0.9027777777777778,51.6,2756,ohcf,six,194,mpfi,3.74,2.9,9.5,207.0,5900.0,17,25,32528.0,13.823529411764708,High,0,1
124,124,124,3,122,porsche,std,two,hardtop,rwd,rear,89.5,0.8116290245074483,0.9027777777777778,51.6,2756,ohcf,six,194,mpfi,3.74,2.9,9.5,207.0,5900.0,17,25,34028.0,13.823529411764708,High,0,1
125,125,125,3,122,porsche,std,two,convertible,rwd,rear,89.5,0.8116290245074483,0.9027777777777778,51.6,2800,ohcf,six,194,mpfi,3.74,2.9,9.5,207.0,5900.0,17,25,37028.0,13.823529411764708,High,0,1
126,126,126,0,122,renault,std,four,wagon,fwd,front,96.1,0.8721768380586257,0.9236111111111112,55.2,2579,ohc,four,132,mpfi,3.46,3.9,8.7,104.256157635468,5125.369458128079,23,31,9295.0,10.217391304347826,Medium,0,1
127,127,127,2,122,renault,std,two,hatchback,fwd,front,96.1,0.8495915425276309,0.925,50.5,2460,ohc,four,132,mpfi,3.46,3.9,8.7,104.256157635468,5125.369458128079,23,31,9895.0,10.217391304347826,Medium,0,1
128,128,128,3,150,saab,std,two,hatchback,fwd,front,99.1,0.8966842864007688,0.9236111111111112,56.1,2658,ohc,four,121,mpfi,3.54,3.07,9.31,110.0,5250.0,21,28,11850.0,11.190476190476188,Medium,0,1
129,129,129,2,104,saab,std,four,sedan,fwd,front,99.1,0.8966842864007688,0.9236111111111112,56.1,2695,ohc,four,121,mpfi,3.54,3.07,9.3,110.0,5250.0,21,28,12170.0,11.190476190476188,Medium,0,1
130,130,130,3,150,saab,std,two,hatchback,fwd,front,99.1,0.8966842864007688,0.9236111111111112,56.1,2707,ohc,four,121,mpfi,2.54,2.07,9.3,110.0,5250.0,21,28,15040.0,11.190476190476188,Medium,0,1
131,131,131,2,104,saab,std,four,sedan,fwd,front,99.1,0.8966842864007688,0.9236111111111112,56.1,2758,ohc,four,121,mpfi,3.54,3.07,9.3,110.0,5250.0,21,28,15510.0,11.190476190476188,Medium,0,1
132,132,132,3,150,saab,turbo,two,hatchback,fwd,front,99.1,0.8966842864007688,0.9236111111111112,56.1,2808,dohc,four,121,mpfi,3.54,3.07,9.0,160.0,5500.0,19,26,18150.0,12.36842105263158,High,0,1
133,133,133,2,104,saab,turbo,four,sedan,fwd,front,99.1,0.8966842864007688,0.9236111111111112,56.1,2847,dohc,four,121,mpfi,3.54,3.07,9.0,160.0,5500.0,19,26,18620.0,12.36842105263158,High,0,1
134,134,134,2,83,subaru,std,two,hatchback,fwd,front,93.7,0.7539644401729938,0.8805555555555555,53.7,2050,ohcf,four,97,2bbl,3.62,2.36,9.0,69.0,4900.0,31,36,5118.0,7.580645161290323,Low,0,1
135,135,135,2,83,subaru,std,two,hatchback,fwd,front,93.7,0.758769822200865,0.8833333333333333,53.7,2120,ohcf,four,108,2bbl,3.62,2.64,8.7,73.0,4400.0,26,31,7053.0,9.038461538461537,Low,0,1
136,136,136,2,83,subaru,std,two,hatchback,4wd,front,93.3,0.7558865929841423,0.8861111111111111,55.7,2240,ohcf,four,108,2bbl,3.62,2.64,8.7,73.0,4400.0,26,31,7603.0,9.038461538461537,Low,0,1
137,137,137,0,102,subaru,std,four,sedan,fwd,front,97.2,0.8265257087938491,0.9083333333333334,52.5,2145,ohcf,four,108,2bbl,3.62,2.64,9.5,82.0,4800.0,32,37,7126.0,7.34375,Low,0,1
138,138,138,0,102,subaru,std,four,sedan,fwd,front,97.2,0.8265257087938491,0.9083333333333334,52.5,2190,ohcf,four,108,2bbl,3.62,2.64,9.5,82.0,4400.0,28,33,7775.0,8.392857142857142,Low,0,1
139,139,139,0,102,subaru,std,four,sedan,fwd,front,97.2,0.8265257087938491,0.9083333333333334,52.5,2340,ohcf,four,108,mpfi,3.62,2.64,9.0,94.0,5200.0,26,32,9960.0,9.038461538461537,Low,0,1
140,140,140,0,102,subaru,std,four,sedan,4wd,front,97.0,0.8265257087938491,0.9083333333333334,54.3,2385,ohcf,four,108,2bbl,3.62,2.64,9.0,82.0,4800.0,24,25,9233.0,9.791666666666666,Low,0,1
141,141,141,0,102,subaru,turbo,four,sedan,4wd,front,97.0,0.8265257087938491,0.9083333333333334,54.3,2510,ohcf,four,108,mpfi,3.62,2.64,7.7,111.0,4800.0,24,29,11259.0,9.791666666666666,Medium,0,1
142,142,142,0,89,subaru,std,four,wagon,fwd,front,97.0,0.8337337818356559,0.9083333333333334,53.0,2290,ohcf,four,108,2bbl,3.62,2.64,9.0,82.0,4800.0,28,32,7463.0,8.392857142857142,Low,0,1
143,143,143,0,89,subaru,std,four,wagon,fwd,front,97.0,0.8337337818356559,0.9083333333333334,53.0,2455,ohcf,four,108,mpfi,3.62,2.64,9.0,94.0,5200.0,25,31,10198.0,9.4,Low,0,1
144,144,144,0,85,subaru,std,four,wagon,4wd,front,96.9,0.8342143200384431,0.9083333333333334,54.9,2420,ohcf,four,108,2bbl,3.62,2.64,9.0,82.0,4800.0,23,29,8013.0,10.217391304347826,Low,0,1
145,145,145,0,85,subaru,turbo,four,wagon,4wd,front,96.9,0.8342143200384431,0.9083333333333334,54.9,2650,ohcf,four,108,mpfi,3.62,2.64,7.7,111.0,4800.0,23,23,11694.0,10.217391304347826,Medium,0,1
146,146,146,1,87,toyota,std,two,hatchback,fwd,front,95.7,0.762614127823162,0.8833333333333333,54.5,1985,ohc,four,92,2bbl,3.05,3.03,9.0,62.0,4800.0,35,39,5348.0,6.7142857142857135,Low,0,1
147,147,147,1,87,toyota,std,two,hatchback,fwd,front,95.7,0.762614127823162,0.8833333333333333,54.5,2040,ohc,four,92,2bbl,3.05,3.03,9.0,62.0,4800.0,31,38,6338.0,7.580645161290323,Low,0,1
148,148,148,1,74,toyota,std,four,hatchback,fwd,front,95.7,0.762614127823162,0.8833333333333333,54.5,2015,ohc,four,92,2bbl,3.05,3.03,9.0,62.0,4800.0,31,38,6488.0,7.580645161290323,Low,0,1
149,149,149,0,77,toyota,std,four,wagon,fwd,front,95.7,0.8154733301297453,0.8833333333333333,59.1,2280,ohc,four,92,2bbl,3.05,3.03,9.0,62.0,4800.0,31,37,6918.0,7.580645161290323,Low,0,1
150,150,150,0,81,toyota,std,four,wagon,4wd,front,95.7,0.8154733301297453,0.8833333333333333,59.1,2290,ohc,four,92,2bbl,3.05,3.03,9.0,62.0,4800.0,27,32,7898.0,8.703703703703704,Low,0,1
151,151,151,0,91,toyota,std,four,wagon,4wd,front,95.7,0.8154733301297453,0.8833333333333333,59.1,3110,ohc,four,92,2bbl,3.05,3.03,9.0,62.0,4800.0,27,32,8778.0,8.703703703703704,Low,0,1
152,152,152,0,91,toyota,std,four,sedan,fwd,front,95.7,0.7991350312349833,0.8944444444444445,53.0,2081,ohc,four,98,2bbl,3.19,3.03,9.0,70.0,4800.0,30,37,6938.0,7.833333333333332,Low,0,1
153,153,153,0,91,toyota,std,four,hatchback,fwd,front,95.7,0.7991350312349833,0.8944444444444445,52.8,2109,ohc,four,98,2bbl,3.19,3.03,9.0,70.0,4800.0,30,37,7198.0,7.833333333333332,Low,0,1
154,154,154,0,91,toyota,std,four,sedan,fwd,front,95.7,0.7991350312349833,0.8944444444444445,53.0,2275,ohc,four,110,idi,3.27,3.35,22.5,56.0,4500.0,34,36,7898.0,6.911764705882352,Low,1,0
155,155,155,0,91,toyota,std,four,hatchback,fwd,front,95.7,0.7991350312349833,0.8944444444444445,52.8,2275,ohc,four,110,idi,3.27,3.35,22.5,56.0,4500.0,38,47,7788.0,6.184210526315789,Low,1,0
156,156,156,0,91,toyota,std,four,sedan,fwd,front,95.7,0.7991350312349833,0.8944444444444445,53.0,2094,ohc,four,98,2bbl,3.19,3.03,9.0,70.0,4800.0,38,47,7738.0,6.184210526315789,Low,0,1
157,157,157,0,91,toyota,std,four,hatchback,fwd,front,95.7,0.7991350312349833,0.8944444444444445,52.8,2122,ohc,four,98,2bbl,3.19,3.03,9.0,70.0,4800.0,28,34,8358.0,8.392857142857142,Low,0,1
158,158,158,0,91,toyota,std,four,sedan,fwd,front,95.7,0.7991350312349833,0.8944444444444445,52.8,2140,ohc,four,98,2bbl,3.19,3.03,9.0,70.0,4800.0,28,34,9258.0,8.392857142857142,Low,0,1
159,159,159,1,168,toyota,std,two,sedan,rwd,front,94.5,0.810667948101874,0.8888888888888888,52.6,2169,ohc,four,98,2bbl,3.19,3.03,9.0,70.0,4800.0,29,34,8058.0,8.103448275862071,Low,0,1
160,160,160,1,168,toyota,std,two,hatchback,rwd,front,94.5,0.810667948101874,0.8888888888888888,52.6,2204,ohc,four,98,2bbl,3.19,3.03,9.0,70.0,4800.0,29,34,8238.0,8.103448275862071,Low,0,1
161,161,161,1,168,toyota,std,two,sedan,rwd,front,94.5,0.810667948101874,0.8888888888888888,52.6,2265,dohc,four,98,mpfi,3.24,3.08,9.4,112.0,6600.0,26,29,9298.0,9.038461538461537,Medium,0,1
162,162,162,1,168,toyota,std,two,hatchback,rwd,front,94.5,0.810667948101874,0.8888888888888888,52.6,2300,dohc,four,98,mpfi,3.24,3.08,9.4,112.0,6600.0,26,29,9538.0,9.038461538461537,Medium,0,1
163,163,163,2,134,toyota,std,two,hardtop,rwd,front,98.4,0.8467083133109082,0.9111111111111108,52.0,2540,ohc,four,146,mpfi,3.62,3.5,9.3,116.0,4800.0,24,30,8449.0,9.791666666666666,Medium,0,1
164,164,164,2,134,toyota,std,two,hardtop,rwd,front,98.4,0.8467083133109082,0.9111111111111108,52.0,2536,ohc,four,146,mpfi,3.62,3.5,9.3,116.0,4800.0,24,30,9639.0,9.791666666666666,Medium,0,1
165,165,165,2,134,toyota,std,two,hatchback,rwd,front,98.4,0.8467083133109082,0.9111111111111108,52.0,2551,ohc,four,146,mpfi,3.62,3.5,9.3,116.0,4800.0,24,30,9989.0,9.791666666666666,Medium,0,1
166,166,166,2,134,toyota,std,two,hardtop,rwd,front,98.4,0.8467083133109082,0.9111111111111108,52.0,2679,ohc,four,146,mpfi,3.62,3.5,9.3,116.0,4800.0,24,30,11199.0,9.791666666666666,Medium,0,1
167,167,167,2,134,toyota,std,two,hatchback,rwd,front,98.4,0.8467083133109082,0.9111111111111108,52.0,2714,ohc,four,146,mpfi,3.62,3.5,9.3,116.0,4800.0,24,30,11549.0,9.791666666666666,Medium,0,1
168,168,168,2,134,toyota,std,two,convertible,rwd,front,98.4,0.8467083133109082,0.9111111111111108,53.0,2975,ohc,four,146,mpfi,3.62,3.5,9.3,116.0,4800.0,24,30,17669.0,9.791666666666666,Medium,0,1
169,169,169,-1,65,toyota,std,four,sedan,fwd,front,102.4,0.8438250840941854,0.9236111111111112,54.9,2326,ohc,four,122,mpfi,3.31,3.54,8.7,92.0,4200.0,29,34,8948.0,8.103448275862071,Low,0,1
170,170,170,-1,65,toyota,turbo,four,sedan,fwd,front,102.4,0.8438250840941854,0.9236111111111112,54.9,2480,ohc,four,110,idi,3.27,3.35,22.5,73.0,4500.0,30,33,10698.0,7.833333333333332,Low,1,0
171,171,171,-1,65,toyota,std,four,hatchback,fwd,front,102.4,0.8438250840941854,0.9236111111111112,53.9,2414,ohc,four,122,mpfi,3.31,3.54,8.7,92.0,4200.0,27,32,9988.0,8.703703703703704,Low,0,1
172,172,172,-1,65,toyota,std,four,sedan,fwd,front,102.4,0.8438250840941854,0.9236111111111112,54.9,2414,ohc,four,122,mpfi,3.31,3.54,8.7,92.0,4200.0,27,32,10898.0,8.703703703703704,Low,0,1
173,173,173,-1,65,toyota,std,four,hatchback,fwd,front,102.4,0.8438250840941854,0.9236111111111112,53.9,2458,ohc,four,122,mpfi,3.31,3.54,8.7,92.0,4200.0,27,32,11248.0,8.703703703703704,Low,0,1
174,174,174,3,197,toyota,std,two,hatchback,rwd,front,102.9,0.8817876021143681,0.9402777777777778,52.0,2976,dohc,six,171,mpfi,3.27,3.35,9.3,161.0,5200.0,20,24,16558.0,11.75,High,0,1
175,175,175,3,197,toyota,std,two,hatchback,rwd,front,102.9,0.8817876021143681,0.9402777777777778,52.0,3016,dohc,six,171,mpfi,3.27,3.35,9.3,161.0,5200.0,19,24,15998.0,12.36842105263158,High,0,1
176,176,176,-1,90,toyota,std,four,sedan,rwd,front,104.5,0.9024507448342144,0.9236111111111112,54.1,3131,dohc,six,171,mpfi,3.27,3.35,9.2,156.0,5200.0,20,24,15690.0,11.75,High,0,1
177,177,177,-1,122,toyota,std,four,wagon,rwd,front,104.5,0.9024507448342144,0.9236111111111112,54.1,3151,dohc,six,161,mpfi,3.27,3.35,9.2,156.0,5200.0,19,24,15750.0,12.36842105263158,High,0,1
178,178,178,2,122,volkswagen,std,two,sedan,fwd,front,97.3,0.8250840941854877,0.9097222222222222,55.7,2261,ohc,four,97,idi,3.01,3.4,23.0,52.0,4800.0,37,46,7775.0,6.351351351351353,Low,1,0
179,179,179,2,122,volkswagen,std,two,sedan,fwd,front,97.3,0.8250840941854877,0.9097222222222222,55.7,2209,ohc,four,109,mpfi,3.19,3.4,9.0,85.0,5250.0,27,34,7975.0,8.703703703703704,Low,0,1
180,180,180,2,94,volkswagen,std,four,sedan,fwd,front,97.3,0.8250840941854877,0.9097222222222222,55.7,2264,ohc,four,97,idi,3.01,3.4,23.0,52.0,4800.0,37,46,7995.0,6.351351351351353,Low,1,0
181,181,181,2,94,volkswagen,std,four,sedan,fwd,front,97.3,0.8250840941854877,0.9097222222222222,55.7,2212,ohc,four,109,mpfi,3.19,3.4,9.0,85.0,5250.0,27,34,8195.0,8.703703703703704,Low,0,1
182,182,182,2,94,volkswagen,std,four,sedan,fwd,front,97.3,0.8250840941854877,0.9097222222222222,55.7,2275,ohc,four,109,mpfi,3.19,3.4,9.0,85.0,5250.0,27,34,8495.0,8.703703703703704,Low,0,1
183,183,183,2,94,volkswagen,turbo,four,sedan,fwd,front,97.3,0.8250840941854877,0.9097222222222222,55.7,2319,ohc,four,97,idi,3.01,3.4,23.0,68.0,4500.0,37,42,9495.0,6.351351351351353,Low,1,0
184,184,184,2,94,volkswagen,std,four,sedan,fwd,front,97.3,0.8250840941854877,0.9097222222222222,55.7,2300,ohc,four,109,mpfi,3.19,3.4,10.0,100.0,5500.0,26,32,9995.0,9.038461538461537,Low,0,1
185,185,185,3,122,volkswagen,std,two,convertible,fwd,front,94.5,0.7654973570398848,0.8916666666666667,55.6,2254,ohc,four,109,mpfi,3.19,3.4,8.5,90.0,5500.0,24,29,11595.0,9.791666666666666,Low,0,1
186,186,186,3,256,volkswagen,std,two,hatchback,fwd,front,94.5,0.7962518020182604,0.8888888888888888,51.4,2221,ohc,four,109,mpfi,3.19,3.4,8.5,90.0,5500.0,24,29,9980.0,9.791666666666666,Low,0,1
187,187,187,0,122,volkswagen,std,four,sedan,fwd,front,100.4,0.8659298414223928,0.9291666666666668,55.1,2661,ohc,five,136,mpfi,3.19,3.4,8.5,110.0,5500.0,19,24,13295.0,12.36842105263158,Medium,0,1
188,188,188,0,122,volkswagen,turbo,four,sedan,fwd,front,100.4,0.8659298414223928,0.9291666666666668,55.1,2579,ohc,four,97,idi,3.01,3.4,23.0,68.0,4500.0,33,38,13845.0,7.121212121212121,Low,1,0
189,189,189,0,122,volkswagen,std,four,wagon,fwd,front,100.4,0.8798654493032196,0.9291666666666668,55.1,2563,ohc,four,109,mpfi,3.19,3.4,9.0,88.0,5500.0,25,31,12290.0,9.4,Low,0,1
190,190,190,-2,103,volvo,std,four,sedan,rwd,front,104.3,0.9072561268620856,0.9333333333333332,56.2,2912,ohc,four,141,mpfi,3.78,3.15,9.5,114.0,5400.0,23,28,12940.0,10.217391304347826,Medium,0,1
191,191,191,-1,74,volvo,std,four,wagon,rwd,front,104.3,0.9072561268620856,0.9333333333333332,57.5,3034,ohc,four,141,mpfi,3.78,3.15,9.5,114.0,5400.0,23,28,13415.0,10.217391304347826,Medium,0,1
192,192,192,-2,103,volvo,std,four,sedan,rwd,front,104.3,0.9072561268620856,0.9333333333333332,56.2,2935,ohc,four,141,mpfi,3.78,3.15,9.5,114.0,5400.0,24,28,15985.0,9.791666666666666,Medium,0,1
193,193,193,-1,74,volvo,std,four,wagon,rwd,front,104.3,0.9072561268620856,0.9333333333333332,57.5,3042,ohc,four,141,mpfi,3.78,3.15,9.5,114.0,5400.0,24,28,16515.0,9.791666666666666,Medium,0,1
194,194,194,-2,103,volvo,turbo,four,sedan,rwd,front,104.3,0.9072561268620856,0.9333333333333332,56.2,3045,ohc,four,130,mpfi,3.62,3.15,7.5,162.0,5100.0,17,22,18420.0,13.823529411764708,High,0,1
195,195,195,-1,74,volvo,turbo,four,wagon,rwd,front,104.3,0.9072561268620856,0.9333333333333332,57.5,3157,ohc,four,130,mpfi,3.62,3.15,7.5,162.0,5100.0,17,22,18950.0,13.823529411764708,High,0,1
196,196,196,-1,95,volvo,std,four,sedan,rwd,front,109.1,0.9072561268620856,0.9569444444444444,55.5,2952,ohc,four,141,mpfi,3.78,3.15,9.5,114.0,5400.0,23,28,16845.0,10.217391304347826,Medium,0,1
197,197,197,-1,95,volvo,turbo,four,sedan,rwd,front,109.1,0.9072561268620856,0.9555555555555556,55.5,3049,ohc,four,141,mpfi,3.78,3.15,8.7,160.0,5300.0,19,25,19045.0,12.36842105263158,High,0,1
198,198,198,-1,95,volvo,std,four,sedan,rwd,front,109.1,0.9072561268620856,0.9569444444444444,55.5,3012,ohcv,six,173,mpfi,3.58,2.87,8.8,134.0,5500.0,18,23,21485.0,13.055555555555555,Medium,0,1
199,199,199,-1,95,volvo,turbo,four,sedan,rwd,front,109.1,0.9072561268620856,0.9569444444444444,55.5,3217,ohc,six,145,idi,3.01,3.4,23.0,106.0,4800.0,26,27,22470.0,9.038461538461537,Medium,1,0
200,200,200,-1,95,volvo,turbo,four,sedan,rwd,front,109.1,0.9072561268620856,0.9569444444444444,55.5,3062,ohc,four,141,mpfi,3.78,3.15,9.5,114.0,5400.0,19,25,22625.0,12.36842105263158,Medium,0,1