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alkaline-ml / statsmodels   python

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Version: 0.11.1 

/ gam / tests / results / autos.csv

"symbol","loss","make","fuel","aspir","doors","style","drive","eng_loc","wb","length","width","height","weight","eng_type","cylinders","eng_cc","fuel.sys","bore","stroke","comp.ratio","hp","rpm","city_mpg","hw_mpg","price"
3,,"alfa-romero","gas","std","two","convertible","rwd","front",88.6,168.8,64.1,48.8,2548,"dohc","four",130,"mpfi",3.47,2.68,9,111,5000,21,27,13495
3,,"alfa-romero","gas","std","two","convertible","rwd","front",88.6,168.8,64.1,48.8,2548,"dohc","four",130,"mpfi",3.47,2.68,9,111,5000,21,27,16500
1,,"alfa-romero","gas","std","two","hatchback","rwd","front",94.5,171.2,65.5,52.4,2823,"ohcv","six",152,"mpfi",2.68,3.47,9,154,5000,19,26,16500
2,164,"audi","gas","std","four","sedan","fwd","front",99.8,176.6,66.2,54.3,2337,"ohc","four",109,"mpfi",3.19,3.4,10,102,5500,24,30,13950
2,164,"audi","gas","std","four","sedan","4wd","front",99.4,176.6,66.4,54.3,2824,"ohc","five",136,"mpfi",3.19,3.4,8,115,5500,18,22,17450
2,,"audi","gas","std","two","sedan","fwd","front",99.8,177.3,66.3,53.1,2507,"ohc","five",136,"mpfi",3.19,3.4,8.5,110,5500,19,25,15250
1,158,"audi","gas","std","four","sedan","fwd","front",105.8,192.7,71.4,55.7,2844,"ohc","five",136,"mpfi",3.19,3.4,8.5,110,5500,19,25,17710
1,,"audi","gas","std","four","wagon","fwd","front",105.8,192.7,71.4,55.7,2954,"ohc","five",136,"mpfi",3.19,3.4,8.5,110,5500,19,25,18920
1,158,"audi","gas","turbo","four","sedan","fwd","front",105.8,192.7,71.4,55.9,3086,"ohc","five",131,"mpfi",3.13,3.4,8.3,140,5500,17,20,23875
0,,"audi","gas","turbo","two","hatchback","4wd","front",99.5,178.2,67.9,52,3053,"ohc","five",131,"mpfi",3.13,3.4,7,160,5500,16,22,
2,192,"bmw","gas","std","two","sedan","rwd","front",101.2,176.8,64.8,54.3,2395,"ohc","four",108,"mpfi",3.5,2.8,8.8,101,5800,23,29,16430
0,192,"bmw","gas","std","four","sedan","rwd","front",101.2,176.8,64.8,54.3,2395,"ohc","four",108,"mpfi",3.5,2.8,8.8,101,5800,23,29,16925
0,188,"bmw","gas","std","two","sedan","rwd","front",101.2,176.8,64.8,54.3,2710,"ohc","six",164,"mpfi",3.31,3.19,9,121,4250,21,28,20970
0,188,"bmw","gas","std","four","sedan","rwd","front",101.2,176.8,64.8,54.3,2765,"ohc","six",164,"mpfi",3.31,3.19,9,121,4250,21,28,21105
1,,"bmw","gas","std","four","sedan","rwd","front",103.5,189,66.9,55.7,3055,"ohc","six",164,"mpfi",3.31,3.19,9,121,4250,20,25,24565
0,,"bmw","gas","std","four","sedan","rwd","front",103.5,189,66.9,55.7,3230,"ohc","six",209,"mpfi",3.62,3.39,8,182,5400,16,22,30760
0,,"bmw","gas","std","two","sedan","rwd","front",103.5,193.8,67.9,53.7,3380,"ohc","six",209,"mpfi",3.62,3.39,8,182,5400,16,22,41315
0,,"bmw","gas","std","four","sedan","rwd","front",110,197,70.9,56.3,3505,"ohc","six",209,"mpfi",3.62,3.39,8,182,5400,15,20,36880
2,121,"chevrolet","gas","std","two","hatchback","fwd","front",88.4,141.1,60.3,53.2,1488,"l","three",61,"2bbl",2.91,3.03,9.5,48,5100,47,53,5151
1,98,"chevrolet","gas","std","two","hatchback","fwd","front",94.5,155.9,63.6,52,1874,"ohc","four",90,"2bbl",3.03,3.11,9.6,70,5400,38,43,6295
0,81,"chevrolet","gas","std","four","sedan","fwd","front",94.5,158.8,63.6,52,1909,"ohc","four",90,"2bbl",3.03,3.11,9.6,70,5400,38,43,6575
1,118,"dodge","gas","std","two","hatchback","fwd","front",93.7,157.3,63.8,50.8,1876,"ohc","four",90,"2bbl",2.97,3.23,9.41,68,5500,37,41,5572
1,118,"dodge","gas","std","two","hatchback","fwd","front",93.7,157.3,63.8,50.8,1876,"ohc","four",90,"2bbl",2.97,3.23,9.4,68,5500,31,38,6377
1,118,"dodge","gas","turbo","two","hatchback","fwd","front",93.7,157.3,63.8,50.8,2128,"ohc","four",98,"mpfi",3.03,3.39,7.6,102,5500,24,30,7957
1,148,"dodge","gas","std","four","hatchback","fwd","front",93.7,157.3,63.8,50.6,1967,"ohc","four",90,"2bbl",2.97,3.23,9.4,68,5500,31,38,6229
1,148,"dodge","gas","std","four","sedan","fwd","front",93.7,157.3,63.8,50.6,1989,"ohc","four",90,"2bbl",2.97,3.23,9.4,68,5500,31,38,6692
1,148,"dodge","gas","std","four","sedan","fwd","front",93.7,157.3,63.8,50.6,1989,"ohc","four",90,"2bbl",2.97,3.23,9.4,68,5500,31,38,7609
1,148,"dodge","gas","turbo",,"sedan","fwd","front",93.7,157.3,63.8,50.6,2191,"ohc","four",98,"mpfi",3.03,3.39,7.6,102,5500,24,30,8558
-1,110,"dodge","gas","std","four","wagon","fwd","front",103.3,174.6,64.6,59.8,2535,"ohc","four",122,"2bbl",3.34,3.46,8.5,88,5000,24,30,8921
3,145,"dodge","gas","turbo","two","hatchback","fwd","front",95.9,173.2,66.3,50.2,2811,"ohc","four",156,"mfi",3.6,3.9,7,145,5000,19,24,12964
2,137,"honda","gas","std","two","hatchback","fwd","front",86.6,144.6,63.9,50.8,1713,"ohc","four",92,"1bbl",2.91,3.41,9.6,58,4800,49,54,6479
2,137,"honda","gas","std","two","hatchback","fwd","front",86.6,144.6,63.9,50.8,1819,"ohc","four",92,"1bbl",2.91,3.41,9.2,76,6000,31,38,6855
1,101,"honda","gas","std","two","hatchback","fwd","front",93.7,150,64,52.6,1837,"ohc","four",79,"1bbl",2.91,3.07,10.1,60,5500,38,42,5399
1,101,"honda","gas","std","two","hatchback","fwd","front",93.7,150,64,52.6,1940,"ohc","four",92,"1bbl",2.91,3.41,9.2,76,6000,30,34,6529
1,101,"honda","gas","std","two","hatchback","fwd","front",93.7,150,64,52.6,1956,"ohc","four",92,"1bbl",2.91,3.41,9.2,76,6000,30,34,7129
0,110,"honda","gas","std","four","sedan","fwd","front",96.5,163.4,64,54.5,2010,"ohc","four",92,"1bbl",2.91,3.41,9.2,76,6000,30,34,7295
0,78,"honda","gas","std","four","wagon","fwd","front",96.5,157.1,63.9,58.3,2024,"ohc","four",92,"1bbl",2.92,3.41,9.2,76,6000,30,34,7295
0,106,"honda","gas","std","two","hatchback","fwd","front",96.5,167.5,65.2,53.3,2236,"ohc","four",110,"1bbl",3.15,3.58,9,86,5800,27,33,7895
0,106,"honda","gas","std","two","hatchback","fwd","front",96.5,167.5,65.2,53.3,2289,"ohc","four",110,"1bbl",3.15,3.58,9,86,5800,27,33,9095
0,85,"honda","gas","std","four","sedan","fwd","front",96.5,175.4,65.2,54.1,2304,"ohc","four",110,"1bbl",3.15,3.58,9,86,5800,27,33,8845
0,85,"honda","gas","std","four","sedan","fwd","front",96.5,175.4,62.5,54.1,2372,"ohc","four",110,"1bbl",3.15,3.58,9,86,5800,27,33,10295
0,85,"honda","gas","std","four","sedan","fwd","front",96.5,175.4,65.2,54.1,2465,"ohc","four",110,"mpfi",3.15,3.58,9,101,5800,24,28,12945
1,107,"honda","gas","std","two","sedan","fwd","front",96.5,169.1,66,51,2293,"ohc","four",110,"2bbl",3.15,3.58,9.1,100,5500,25,31,10345
0,,"isuzu","gas","std","four","sedan","rwd","front",94.3,170.7,61.8,53.5,2337,"ohc","four",111,"2bbl",3.31,3.23,8.5,78,4800,24,29,6785
1,,"isuzu","gas","std","two","sedan","fwd","front",94.5,155.9,63.6,52,1874,"ohc","four",90,"2bbl",3.03,3.11,9.6,70,5400,38,43,
0,,"isuzu","gas","std","four","sedan","fwd","front",94.5,155.9,63.6,52,1909,"ohc","four",90,"2bbl",3.03,3.11,9.6,70,5400,38,43,
2,,"isuzu","gas","std","two","hatchback","rwd","front",96,172.6,65.2,51.4,2734,"ohc","four",119,"spfi",3.43,3.23,9.2,90,5000,24,29,11048
0,145,"jaguar","gas","std","four","sedan","rwd","front",113,199.6,69.6,52.8,4066,"dohc","six",258,"mpfi",3.63,4.17,8.1,176,4750,15,19,32250
0,,"jaguar","gas","std","four","sedan","rwd","front",113,199.6,69.6,52.8,4066,"dohc","six",258,"mpfi",3.63,4.17,8.1,176,4750,15,19,35550
0,,"jaguar","gas","std","two","sedan","rwd","front",102,191.7,70.6,47.8,3950,"ohcv","twelve",326,"mpfi",3.54,2.76,11.5,262,5000,13,17,36000
1,104,"mazda","gas","std","two","hatchback","fwd","front",93.1,159.1,64.2,54.1,1890,"ohc","four",91,"2bbl",3.03,3.15,9,68,5000,30,31,5195
1,104,"mazda","gas","std","two","hatchback","fwd","front",93.1,159.1,64.2,54.1,1900,"ohc","four",91,"2bbl",3.03,3.15,9,68,5000,31,38,6095
1,104,"mazda","gas","std","two","hatchback","fwd","front",93.1,159.1,64.2,54.1,1905,"ohc","four",91,"2bbl",3.03,3.15,9,68,5000,31,38,6795
1,113,"mazda","gas","std","four","sedan","fwd","front",93.1,166.8,64.2,54.1,1945,"ohc","four",91,"2bbl",3.03,3.15,9,68,5000,31,38,6695
1,113,"mazda","gas","std","four","sedan","fwd","front",93.1,166.8,64.2,54.1,1950,"ohc","four",91,"2bbl",3.08,3.15,9,68,5000,31,38,7395
3,150,"mazda","gas","std","two","hatchback","rwd","front",95.3,169,65.7,49.6,2380,"rotor","two",70,"4bbl",,,9.4,101,6000,17,23,10945
3,150,"mazda","gas","std","two","hatchback","rwd","front",95.3,169,65.7,49.6,2380,"rotor","two",70,"4bbl",,,9.4,101,6000,17,23,11845
3,150,"mazda","gas","std","two","hatchback","rwd","front",95.3,169,65.7,49.6,2385,"rotor","two",70,"4bbl",,,9.4,101,6000,17,23,13645
3,150,"mazda","gas","std","two","hatchback","rwd","front",95.3,169,65.7,49.6,2500,"rotor","two",80,"mpfi",,,9.4,135,6000,16,23,15645
1,129,"mazda","gas","std","two","hatchback","fwd","front",98.8,177.8,66.5,53.7,2385,"ohc","four",122,"2bbl",3.39,3.39,8.6,84,4800,26,32,8845
0,115,"mazda","gas","std","four","sedan","fwd","front",98.8,177.8,66.5,55.5,2410,"ohc","four",122,"2bbl",3.39,3.39,8.6,84,4800,26,32,8495
1,129,"mazda","gas","std","two","hatchback","fwd","front",98.8,177.8,66.5,53.7,2385,"ohc","four",122,"2bbl",3.39,3.39,8.6,84,4800,26,32,10595
0,115,"mazda","gas","std","four","sedan","fwd","front",98.8,177.8,66.5,55.5,2410,"ohc","four",122,"2bbl",3.39,3.39,8.6,84,4800,26,32,10245
0,,"mazda","diesel","std",,"sedan","fwd","front",98.8,177.8,66.5,55.5,2443,"ohc","four",122,"idi",3.39,3.39,22.7,64,4650,36,42,10795
0,115,"mazda","gas","std","four","hatchback","fwd","front",98.8,177.8,66.5,55.5,2425,"ohc","four",122,"2bbl",3.39,3.39,8.6,84,4800,26,32,11245
0,118,"mazda","gas","std","four","sedan","rwd","front",104.9,175,66.1,54.4,2670,"ohc","four",140,"mpfi",3.76,3.16,8,120,5000,19,27,18280
0,,"mazda","diesel","std","four","sedan","rwd","front",104.9,175,66.1,54.4,2700,"ohc","four",134,"idi",3.43,3.64,22,72,4200,31,39,18344
-1,93,"mercedes-benz","diesel","turbo","four","sedan","rwd","front",110,190.9,70.3,56.5,3515,"ohc","five",183,"idi",3.58,3.64,21.5,123,4350,22,25,25552
-1,93,"mercedes-benz","diesel","turbo","four","wagon","rwd","front",110,190.9,70.3,58.7,3750,"ohc","five",183,"idi",3.58,3.64,21.5,123,4350,22,25,28248
0,93,"mercedes-benz","diesel","turbo","two","hardtop","rwd","front",106.7,187.5,70.3,54.9,3495,"ohc","five",183,"idi",3.58,3.64,21.5,123,4350,22,25,28176
-1,93,"mercedes-benz","diesel","turbo","four","sedan","rwd","front",115.6,202.6,71.7,56.3,3770,"ohc","five",183,"idi",3.58,3.64,21.5,123,4350,22,25,31600
-1,,"mercedes-benz","gas","std","four","sedan","rwd","front",115.6,202.6,71.7,56.5,3740,"ohcv","eight",234,"mpfi",3.46,3.1,8.3,155,4750,16,18,34184
3,142,"mercedes-benz","gas","std","two","convertible","rwd","front",96.6,180.3,70.5,50.8,3685,"ohcv","eight",234,"mpfi",3.46,3.1,8.3,155,4750,16,18,35056
0,,"mercedes-benz","gas","std","four","sedan","rwd","front",120.9,208.1,71.7,56.7,3900,"ohcv","eight",308,"mpfi",3.8,3.35,8,184,4500,14,16,40960
1,,"mercedes-benz","gas","std","two","hardtop","rwd","front",112,199.2,72,55.4,3715,"ohcv","eight",304,"mpfi",3.8,3.35,8,184,4500,14,16,45400
1,,"mercury","gas","turbo","two","hatchback","rwd","front",102.7,178.4,68,54.8,2910,"ohc","four",140,"mpfi",3.78,3.12,8,175,5000,19,24,16503
2,161,"mitsubishi","gas","std","two","hatchback","fwd","front",93.7,157.3,64.4,50.8,1918,"ohc","four",92,"2bbl",2.97,3.23,9.4,68,5500,37,41,5389
2,161,"mitsubishi","gas","std","two","hatchback","fwd","front",93.7,157.3,64.4,50.8,1944,"ohc","four",92,"2bbl",2.97,3.23,9.4,68,5500,31,38,6189
2,161,"mitsubishi","gas","std","two","hatchback","fwd","front",93.7,157.3,64.4,50.8,2004,"ohc","four",92,"2bbl",2.97,3.23,9.4,68,5500,31,38,6669
1,161,"mitsubishi","gas","turbo","two","hatchback","fwd","front",93,157.3,63.8,50.8,2145,"ohc","four",98,"spdi",3.03,3.39,7.6,102,5500,24,30,7689
3,153,"mitsubishi","gas","turbo","two","hatchback","fwd","front",96.3,173,65.4,49.4,2370,"ohc","four",110,"spdi",3.17,3.46,7.5,116,5500,23,30,9959
3,153,"mitsubishi","gas","std","two","hatchback","fwd","front",96.3,173,65.4,49.4,2328,"ohc","four",122,"2bbl",3.35,3.46,8.5,88,5000,25,32,8499
3,,"mitsubishi","gas","turbo","two","hatchback","fwd","front",95.9,173.2,66.3,50.2,2833,"ohc","four",156,"spdi",3.58,3.86,7,145,5000,19,24,12629
3,,"mitsubishi","gas","turbo","two","hatchback","fwd","front",95.9,173.2,66.3,50.2,2921,"ohc","four",156,"spdi",3.59,3.86,7,145,5000,19,24,14869
3,,"mitsubishi","gas","turbo","two","hatchback","fwd","front",95.9,173.2,66.3,50.2,2926,"ohc","four",156,"spdi",3.59,3.86,7,145,5000,19,24,14489
1,125,"mitsubishi","gas","std","four","sedan","fwd","front",96.3,172.4,65.4,51.6,2365,"ohc","four",122,"2bbl",3.35,3.46,8.5,88,5000,25,32,6989
1,125,"mitsubishi","gas","std","four","sedan","fwd","front",96.3,172.4,65.4,51.6,2405,"ohc","four",122,"2bbl",3.35,3.46,8.5,88,5000,25,32,8189
1,125,"mitsubishi","gas","turbo","four","sedan","fwd","front",96.3,172.4,65.4,51.6,2403,"ohc","four",110,"spdi",3.17,3.46,7.5,116,5500,23,30,9279
-1,137,"mitsubishi","gas","std","four","sedan","fwd","front",96.3,172.4,65.4,51.6,2403,"ohc","four",110,"spdi",3.17,3.46,7.5,116,5500,23,30,9279
1,128,"nissan","gas","std","two","sedan","fwd","front",94.5,165.3,63.8,54.5,1889,"ohc","four",97,"2bbl",3.15,3.29,9.4,69,5200,31,37,5499
1,128,"nissan","diesel","std","two","sedan","fwd","front",94.5,165.3,63.8,54.5,2017,"ohc","four",103,"idi",2.99,3.47,21.9,55,4800,45,50,7099
1,128,"nissan","gas","std","two","sedan","fwd","front",94.5,165.3,63.8,54.5,1918,"ohc","four",97,"2bbl",3.15,3.29,9.4,69,5200,31,37,6649
1,122,"nissan","gas","std","four","sedan","fwd","front",94.5,165.3,63.8,54.5,1938,"ohc","four",97,"2bbl",3.15,3.29,9.4,69,5200,31,37,6849
1,103,"nissan","gas","std","four","wagon","fwd","front",94.5,170.2,63.8,53.5,2024,"ohc","four",97,"2bbl",3.15,3.29,9.4,69,5200,31,37,7349
1,128,"nissan","gas","std","two","sedan","fwd","front",94.5,165.3,63.8,54.5,1951,"ohc","four",97,"2bbl",3.15,3.29,9.4,69,5200,31,37,7299
1,128,"nissan","gas","std","two","hatchback","fwd","front",94.5,165.6,63.8,53.3,2028,"ohc","four",97,"2bbl",3.15,3.29,9.4,69,5200,31,37,7799
1,122,"nissan","gas","std","four","sedan","fwd","front",94.5,165.3,63.8,54.5,1971,"ohc","four",97,"2bbl",3.15,3.29,9.4,69,5200,31,37,7499
1,103,"nissan","gas","std","four","wagon","fwd","front",94.5,170.2,63.8,53.5,2037,"ohc","four",97,"2bbl",3.15,3.29,9.4,69,5200,31,37,7999
2,168,"nissan","gas","std","two","hardtop","fwd","front",95.1,162.4,63.8,53.3,2008,"ohc","four",97,"2bbl",3.15,3.29,9.4,69,5200,31,37,8249
0,106,"nissan","gas","std","four","hatchback","fwd","front",97.2,173.4,65.2,54.7,2324,"ohc","four",120,"2bbl",3.33,3.47,8.5,97,5200,27,34,8949
0,106,"nissan","gas","std","four","sedan","fwd","front",97.2,173.4,65.2,54.7,2302,"ohc","four",120,"2bbl",3.33,3.47,8.5,97,5200,27,34,9549
0,128,"nissan","gas","std","four","sedan","fwd","front",100.4,181.7,66.5,55.1,3095,"ohcv","six",181,"mpfi",3.43,3.27,9,152,5200,17,22,13499
0,108,"nissan","gas","std","four","wagon","fwd","front",100.4,184.6,66.5,56.1,3296,"ohcv","six",181,"mpfi",3.43,3.27,9,152,5200,17,22,14399
0,108,"nissan","gas","std","four","sedan","fwd","front",100.4,184.6,66.5,55.1,3060,"ohcv","six",181,"mpfi",3.43,3.27,9,152,5200,19,25,13499
3,194,"nissan","gas","std","two","hatchback","rwd","front",91.3,170.7,67.9,49.7,3071,"ohcv","six",181,"mpfi",3.43,3.27,9,160,5200,19,25,17199
3,194,"nissan","gas","turbo","two","hatchback","rwd","front",91.3,170.7,67.9,49.7,3139,"ohcv","six",181,"mpfi",3.43,3.27,7.8,200,5200,17,23,19699
1,231,"nissan","gas","std","two","hatchback","rwd","front",99.2,178.5,67.9,49.7,3139,"ohcv","six",181,"mpfi",3.43,3.27,9,160,5200,19,25,18399
0,161,"peugot","gas","std","four","sedan","rwd","front",107.9,186.7,68.4,56.7,3020,"l","four",120,"mpfi",3.46,3.19,8.4,97,5000,19,24,11900
0,161,"peugot","diesel","turbo","four","sedan","rwd","front",107.9,186.7,68.4,56.7,3197,"l","four",152,"idi",3.7,3.52,21,95,4150,28,33,13200
0,,"peugot","gas","std","four","wagon","rwd","front",114.2,198.9,68.4,58.7,3230,"l","four",120,"mpfi",3.46,3.19,8.4,97,5000,19,24,12440
0,,"peugot","diesel","turbo","four","wagon","rwd","front",114.2,198.9,68.4,58.7,3430,"l","four",152,"idi",3.7,3.52,21,95,4150,25,25,13860
0,161,"peugot","gas","std","four","sedan","rwd","front",107.9,186.7,68.4,56.7,3075,"l","four",120,"mpfi",3.46,2.19,8.4,95,5000,19,24,15580
0,161,"peugot","diesel","turbo","four","sedan","rwd","front",107.9,186.7,68.4,56.7,3252,"l","four",152,"idi",3.7,3.52,21,95,4150,28,33,16900
0,,"peugot","gas","std","four","wagon","rwd","front",114.2,198.9,68.4,56.7,3285,"l","four",120,"mpfi",3.46,2.19,8.4,95,5000,19,24,16695
0,,"peugot","diesel","turbo","four","wagon","rwd","front",114.2,198.9,68.4,58.7,3485,"l","four",152,"idi",3.7,3.52,21,95,4150,25,25,17075
0,161,"peugot","gas","std","four","sedan","rwd","front",107.9,186.7,68.4,56.7,3075,"l","four",120,"mpfi",3.46,3.19,8.4,97,5000,19,24,16630
0,161,"peugot","diesel","turbo","four","sedan","rwd","front",107.9,186.7,68.4,56.7,3252,"l","four",152,"idi",3.7,3.52,21,95,4150,28,33,17950
0,161,"peugot","gas","turbo","four","sedan","rwd","front",108,186.7,68.3,56,3130,"l","four",134,"mpfi",3.61,3.21,7,142,5600,18,24,18150
1,119,"plymouth","gas","std","two","hatchback","fwd","front",93.7,157.3,63.8,50.8,1918,"ohc","four",90,"2bbl",2.97,3.23,9.4,68,5500,37,41,5572
1,119,"plymouth","gas","turbo","two","hatchback","fwd","front",93.7,157.3,63.8,50.8,2128,"ohc","four",98,"spdi",3.03,3.39,7.6,102,5500,24,30,7957
1,154,"plymouth","gas","std","four","hatchback","fwd","front",93.7,157.3,63.8,50.6,1967,"ohc","four",90,"2bbl",2.97,3.23,9.4,68,5500,31,38,6229
1,154,"plymouth","gas","std","four","sedan","fwd","front",93.7,167.3,63.8,50.8,1989,"ohc","four",90,"2bbl",2.97,3.23,9.4,68,5500,31,38,6692
1,154,"plymouth","gas","std","four","sedan","fwd","front",93.7,167.3,63.8,50.8,2191,"ohc","four",98,"2bbl",2.97,3.23,9.4,68,5500,31,38,7609
-1,74,"plymouth","gas","std","four","wagon","fwd","front",103.3,174.6,64.6,59.8,2535,"ohc","four",122,"2bbl",3.35,3.46,8.5,88,5000,24,30,8921
3,,"plymouth","gas","turbo","two","hatchback","rwd","front",95.9,173.2,66.3,50.2,2818,"ohc","four",156,"spdi",3.59,3.86,7,145,5000,19,24,12764
3,186,"porsche","gas","std","two","hatchback","rwd","front",94.5,168.9,68.3,50.2,2778,"ohc","four",151,"mpfi",3.94,3.11,9.5,143,5500,19,27,22018
3,,"porsche","gas","std","two","hardtop","rwd","rear",89.5,168.9,65,51.6,2756,"ohcf","six",194,"mpfi",3.74,2.9,9.5,207,5900,17,25,32528
3,,"porsche","gas","std","two","hardtop","rwd","rear",89.5,168.9,65,51.6,2756,"ohcf","six",194,"mpfi",3.74,2.9,9.5,207,5900,17,25,34028
3,,"porsche","gas","std","two","convertible","rwd","rear",89.5,168.9,65,51.6,2800,"ohcf","six",194,"mpfi",3.74,2.9,9.5,207,5900,17,25,37028
1,,"porsche","gas","std","two","hatchback","rwd","front",98.4,175.7,72.3,50.5,3366,"dohcv","eight",203,"mpfi",3.94,3.11,10,288,5750,17,28,
0,,"renault","gas","std","four","wagon","fwd","front",96.1,181.5,66.5,55.2,2579,"ohc","four",132,"mpfi",3.46,3.9,8.7,,,23,31,9295
2,,"renault","gas","std","two","hatchback","fwd","front",96.1,176.8,66.6,50.5,2460,"ohc","four",132,"mpfi",3.46,3.9,8.7,,,23,31,9895
3,150,"saab","gas","std","two","hatchback","fwd","front",99.1,186.6,66.5,56.1,2658,"ohc","four",121,"mpfi",3.54,3.07,9.31,110,5250,21,28,11850
2,104,"saab","gas","std","four","sedan","fwd","front",99.1,186.6,66.5,56.1,2695,"ohc","four",121,"mpfi",3.54,3.07,9.3,110,5250,21,28,12170
3,150,"saab","gas","std","two","hatchback","fwd","front",99.1,186.6,66.5,56.1,2707,"ohc","four",121,"mpfi",2.54,2.07,9.3,110,5250,21,28,15040
2,104,"saab","gas","std","four","sedan","fwd","front",99.1,186.6,66.5,56.1,2758,"ohc","four",121,"mpfi",3.54,3.07,9.3,110,5250,21,28,15510
3,150,"saab","gas","turbo","two","hatchback","fwd","front",99.1,186.6,66.5,56.1,2808,"dohc","four",121,"mpfi",3.54,3.07,9,160,5500,19,26,18150
2,104,"saab","gas","turbo","four","sedan","fwd","front",99.1,186.6,66.5,56.1,2847,"dohc","four",121,"mpfi",3.54,3.07,9,160,5500,19,26,18620
2,83,"subaru","gas","std","two","hatchback","fwd","front",93.7,156.9,63.4,53.7,2050,"ohcf","four",97,"2bbl",3.62,2.36,9,69,4900,31,36,5118
2,83,"subaru","gas","std","two","hatchback","fwd","front",93.7,157.9,63.6,53.7,2120,"ohcf","four",108,"2bbl",3.62,2.64,8.7,73,4400,26,31,7053
2,83,"subaru","gas","std","two","hatchback","4wd","front",93.3,157.3,63.8,55.7,2240,"ohcf","four",108,"2bbl",3.62,2.64,8.7,73,4400,26,31,7603
0,102,"subaru","gas","std","four","sedan","fwd","front",97.2,172,65.4,52.5,2145,"ohcf","four",108,"2bbl",3.62,2.64,9.5,82,4800,32,37,7126
0,102,"subaru","gas","std","four","sedan","fwd","front",97.2,172,65.4,52.5,2190,"ohcf","four",108,"2bbl",3.62,2.64,9.5,82,4400,28,33,7775
0,102,"subaru","gas","std","four","sedan","fwd","front",97.2,172,65.4,52.5,2340,"ohcf","four",108,"mpfi",3.62,2.64,9,94,5200,26,32,9960
0,102,"subaru","gas","std","four","sedan","4wd","front",97,172,65.4,54.3,2385,"ohcf","four",108,"2bbl",3.62,2.64,9,82,4800,24,25,9233
0,102,"subaru","gas","turbo","four","sedan","4wd","front",97,172,65.4,54.3,2510,"ohcf","four",108,"mpfi",3.62,2.64,7.7,111,4800,24,29,11259
0,89,"subaru","gas","std","four","wagon","fwd","front",97,173.5,65.4,53,2290,"ohcf","four",108,"2bbl",3.62,2.64,9,82,4800,28,32,7463
0,89,"subaru","gas","std","four","wagon","fwd","front",97,173.5,65.4,53,2455,"ohcf","four",108,"mpfi",3.62,2.64,9,94,5200,25,31,10198
0,85,"subaru","gas","std","four","wagon","4wd","front",96.9,173.6,65.4,54.9,2420,"ohcf","four",108,"2bbl",3.62,2.64,9,82,4800,23,29,8013
0,85,"subaru","gas","turbo","four","wagon","4wd","front",96.9,173.6,65.4,54.9,2650,"ohcf","four",108,"mpfi",3.62,2.64,7.7,111,4800,23,23,11694
1,87,"toyota","gas","std","two","hatchback","fwd","front",95.7,158.7,63.6,54.5,1985,"ohc","four",92,"2bbl",3.05,3.03,9,62,4800,35,39,5348
1,87,"toyota","gas","std","two","hatchback","fwd","front",95.7,158.7,63.6,54.5,2040,"ohc","four",92,"2bbl",3.05,3.03,9,62,4800,31,38,6338
1,74,"toyota","gas","std","four","hatchback","fwd","front",95.7,158.7,63.6,54.5,2015,"ohc","four",92,"2bbl",3.05,3.03,9,62,4800,31,38,6488
0,77,"toyota","gas","std","four","wagon","fwd","front",95.7,169.7,63.6,59.1,2280,"ohc","four",92,"2bbl",3.05,3.03,9,62,4800,31,37,6918
0,81,"toyota","gas","std","four","wagon","4wd","front",95.7,169.7,63.6,59.1,2290,"ohc","four",92,"2bbl",3.05,3.03,9,62,4800,27,32,7898
0,91,"toyota","gas","std","four","wagon","4wd","front",95.7,169.7,63.6,59.1,3110,"ohc","four",92,"2bbl",3.05,3.03,9,62,4800,27,32,8778
0,91,"toyota","gas","std","four","sedan","fwd","front",95.7,166.3,64.4,53,2081,"ohc","four",98,"2bbl",3.19,3.03,9,70,4800,30,37,6938
0,91,"toyota","gas","std","four","hatchback","fwd","front",95.7,166.3,64.4,52.8,2109,"ohc","four",98,"2bbl",3.19,3.03,9,70,4800,30,37,7198
0,91,"toyota","diesel","std","four","sedan","fwd","front",95.7,166.3,64.4,53,2275,"ohc","four",110,"idi",3.27,3.35,22.5,56,4500,34,36,7898
0,91,"toyota","diesel","std","four","hatchback","fwd","front",95.7,166.3,64.4,52.8,2275,"ohc","four",110,"idi",3.27,3.35,22.5,56,4500,38,47,7788
0,91,"toyota","gas","std","four","sedan","fwd","front",95.7,166.3,64.4,53,2094,"ohc","four",98,"2bbl",3.19,3.03,9,70,4800,38,47,7738
0,91,"toyota","gas","std","four","hatchback","fwd","front",95.7,166.3,64.4,52.8,2122,"ohc","four",98,"2bbl",3.19,3.03,9,70,4800,28,34,8358
0,91,"toyota","gas","std","four","sedan","fwd","front",95.7,166.3,64.4,52.8,2140,"ohc","four",98,"2bbl",3.19,3.03,9,70,4800,28,34,9258
1,168,"toyota","gas","std","two","sedan","rwd","front",94.5,168.7,64,52.6,2169,"ohc","four",98,"2bbl",3.19,3.03,9,70,4800,29,34,8058
1,168,"toyota","gas","std","two","hatchback","rwd","front",94.5,168.7,64,52.6,2204,"ohc","four",98,"2bbl",3.19,3.03,9,70,4800,29,34,8238
1,168,"toyota","gas","std","two","sedan","rwd","front",94.5,168.7,64,52.6,2265,"dohc","four",98,"mpfi",3.24,3.08,9.4,112,6600,26,29,9298
1,168,"toyota","gas","std","two","hatchback","rwd","front",94.5,168.7,64,52.6,2300,"dohc","four",98,"mpfi",3.24,3.08,9.4,112,6600,26,29,9538
2,134,"toyota","gas","std","two","hardtop","rwd","front",98.4,176.2,65.6,52,2540,"ohc","four",146,"mpfi",3.62,3.5,9.3,116,4800,24,30,8449
2,134,"toyota","gas","std","two","hardtop","rwd","front",98.4,176.2,65.6,52,2536,"ohc","four",146,"mpfi",3.62,3.5,9.3,116,4800,24,30,9639
2,134,"toyota","gas","std","two","hatchback","rwd","front",98.4,176.2,65.6,52,2551,"ohc","four",146,"mpfi",3.62,3.5,9.3,116,4800,24,30,9989
2,134,"toyota","gas","std","two","hardtop","rwd","front",98.4,176.2,65.6,52,2679,"ohc","four",146,"mpfi",3.62,3.5,9.3,116,4800,24,30,11199
2,134,"toyota","gas","std","two","hatchback","rwd","front",98.4,176.2,65.6,52,2714,"ohc","four",146,"mpfi",3.62,3.5,9.3,116,4800,24,30,11549
2,134,"toyota","gas","std","two","convertible","rwd","front",98.4,176.2,65.6,53,2975,"ohc","four",146,"mpfi",3.62,3.5,9.3,116,4800,24,30,17669
-1,65,"toyota","gas","std","four","sedan","fwd","front",102.4,175.6,66.5,54.9,2326,"ohc","four",122,"mpfi",3.31,3.54,8.7,92,4200,29,34,8948
-1,65,"toyota","diesel","turbo","four","sedan","fwd","front",102.4,175.6,66.5,54.9,2480,"ohc","four",110,"idi",3.27,3.35,22.5,73,4500,30,33,10698
-1,65,"toyota","gas","std","four","hatchback","fwd","front",102.4,175.6,66.5,53.9,2414,"ohc","four",122,"mpfi",3.31,3.54,8.7,92,4200,27,32,9988
-1,65,"toyota","gas","std","four","sedan","fwd","front",102.4,175.6,66.5,54.9,2414,"ohc","four",122,"mpfi",3.31,3.54,8.7,92,4200,27,32,10898
-1,65,"toyota","gas","std","four","hatchback","fwd","front",102.4,175.6,66.5,53.9,2458,"ohc","four",122,"mpfi",3.31,3.54,8.7,92,4200,27,32,11248
3,197,"toyota","gas","std","two","hatchback","rwd","front",102.9,183.5,67.7,52,2976,"dohc","six",171,"mpfi",3.27,3.35,9.3,161,5200,20,24,16558
3,197,"toyota","gas","std","two","hatchback","rwd","front",102.9,183.5,67.7,52,3016,"dohc","six",171,"mpfi",3.27,3.35,9.3,161,5200,19,24,15998
-1,90,"toyota","gas","std","four","sedan","rwd","front",104.5,187.8,66.5,54.1,3131,"dohc","six",171,"mpfi",3.27,3.35,9.2,156,5200,20,24,15690
-1,,"toyota","gas","std","four","wagon","rwd","front",104.5,187.8,66.5,54.1,3151,"dohc","six",161,"mpfi",3.27,3.35,9.2,156,5200,19,24,15750
2,122,"volkswagen","diesel","std","two","sedan","fwd","front",97.3,171.7,65.5,55.7,2261,"ohc","four",97,"idi",3.01,3.4,23,52,4800,37,46,7775
2,122,"volkswagen","gas","std","two","sedan","fwd","front",97.3,171.7,65.5,55.7,2209,"ohc","four",109,"mpfi",3.19,3.4,9,85,5250,27,34,7975
2,94,"volkswagen","diesel","std","four","sedan","fwd","front",97.3,171.7,65.5,55.7,2264,"ohc","four",97,"idi",3.01,3.4,23,52,4800,37,46,7995
2,94,"volkswagen","gas","std","four","sedan","fwd","front",97.3,171.7,65.5,55.7,2212,"ohc","four",109,"mpfi",3.19,3.4,9,85,5250,27,34,8195
2,94,"volkswagen","gas","std","four","sedan","fwd","front",97.3,171.7,65.5,55.7,2275,"ohc","four",109,"mpfi",3.19,3.4,9,85,5250,27,34,8495
2,94,"volkswagen","diesel","turbo","four","sedan","fwd","front",97.3,171.7,65.5,55.7,2319,"ohc","four",97,"idi",3.01,3.4,23,68,4500,37,42,9495
2,94,"volkswagen","gas","std","four","sedan","fwd","front",97.3,171.7,65.5,55.7,2300,"ohc","four",109,"mpfi",3.19,3.4,10,100,5500,26,32,9995
3,,"volkswagen","gas","std","two","convertible","fwd","front",94.5,159.3,64.2,55.6,2254,"ohc","four",109,"mpfi",3.19,3.4,8.5,90,5500,24,29,11595
3,256,"volkswagen","gas","std","two","hatchback","fwd","front",94.5,165.7,64,51.4,2221,"ohc","four",109,"mpfi",3.19,3.4,8.5,90,5500,24,29,9980
0,,"volkswagen","gas","std","four","sedan","fwd","front",100.4,180.2,66.9,55.1,2661,"ohc","five",136,"mpfi",3.19,3.4,8.5,110,5500,19,24,13295
0,,"volkswagen","diesel","turbo","four","sedan","fwd","front",100.4,180.2,66.9,55.1,2579,"ohc","four",97,"idi",3.01,3.4,23,68,4500,33,38,13845
0,,"volkswagen","gas","std","four","wagon","fwd","front",100.4,183.1,66.9,55.1,2563,"ohc","four",109,"mpfi",3.19,3.4,9,88,5500,25,31,12290
-2,103,"volvo","gas","std","four","sedan","rwd","front",104.3,188.8,67.2,56.2,2912,"ohc","four",141,"mpfi",3.78,3.15,9.5,114,5400,23,28,12940
-1,74,"volvo","gas","std","four","wagon","rwd","front",104.3,188.8,67.2,57.5,3034,"ohc","four",141,"mpfi",3.78,3.15,9.5,114,5400,23,28,13415
-2,103,"volvo","gas","std","four","sedan","rwd","front",104.3,188.8,67.2,56.2,2935,"ohc","four",141,"mpfi",3.78,3.15,9.5,114,5400,24,28,15985
-1,74,"volvo","gas","std","four","wagon","rwd","front",104.3,188.8,67.2,57.5,3042,"ohc","four",141,"mpfi",3.78,3.15,9.5,114,5400,24,28,16515
-2,103,"volvo","gas","turbo","four","sedan","rwd","front",104.3,188.8,67.2,56.2,3045,"ohc","four",130,"mpfi",3.62,3.15,7.5,162,5100,17,22,18420
-1,74,"volvo","gas","turbo","four","wagon","rwd","front",104.3,188.8,67.2,57.5,3157,"ohc","four",130,"mpfi",3.62,3.15,7.5,162,5100,17,22,18950
-1,95,"volvo","gas","std","four","sedan","rwd","front",109.1,188.8,68.9,55.5,2952,"ohc","four",141,"mpfi",3.78,3.15,9.5,114,5400,23,28,16845
-1,95,"volvo","gas","turbo","four","sedan","rwd","front",109.1,188.8,68.8,55.5,3049,"ohc","four",141,"mpfi",3.78,3.15,8.7,160,5300,19,25,19045
-1,95,"volvo","gas","std","four","sedan","rwd","front",109.1,188.8,68.9,55.5,3012,"ohcv","six",173,"mpfi",3.58,2.87,8.8,134,5500,18,23,21485
-1,95,"volvo","diesel","turbo","four","sedan","rwd","front",109.1,188.8,68.9,55.5,3217,"ohc","six",145,"idi",3.01,3.4,23,106,4800,26,27,22470
-1,95,"volvo","gas","turbo","four","sedan","rwd","front",109.1,188.8,68.9,55.5,3062,"ohc","four",141,"mpfi",3.78,3.15,9.5,114,5400,19,25,22625