autoHorse.arff

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UCI/numeric/autoHorse.arff
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2009-11-03 15:25:51
Description

1985 Auto Imports Database. Horsepower treated as the class attribute.
File contents

%
% !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
%
% Horsepower treated as the class attribute.
%
% As used by Kilpatrick, D. & Cameron-Jones, M. (1998). Numeric prediction
% using instance-based learning with encoding length selection. In Progress
% in Connectionist-Based Information Systems. Singapore: Springer-Verlag.
%
% !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
%
% 1. Title: 1985 Auto Imports Database
% 
% 2. Source Information:
%    -- Creator/Donor: Jeffrey C. Schlimmer (Jeffrey.Schlimmer@a.gp.cs.cmu.edu)
%    -- Date: 19 May 1987
%    -- Sources:
%      1) 1985 Model Import Car and Truck Specifications, 1985 Ward's
%         Automotive Yearbook.
%      2) Personal Auto Manuals, Insurance Services Office, 160 Water
%         Street, New York, NY 10038 
%      3) Insurance Collision Report, Insurance Institute for Highway
%         Safety, Watergate 600, Washington, DC 20037
%
% 3. Past Usage:
%    -- Kibler,~D., Aha,~D.~W., \& Albert,~M. (1989).  Instance-based prediction
%       of real-valued attributes.  {\it Computational Intelligence}, {\it 5},
%       51--57.
%          -- Predicted price of car using all numeric and Boolean attributes
%          -- Method: an instance-based learning (IBL) algorithm derived from a
%             localized k-nearest neighbor algorithm.  Compared with a
%             linear regression prediction...so all instances
%             with missing attribute values were discarded.  This resulted with
%             a training set of 159 instances, which was also used as a test
%             set (minus the actual instance during testing).
%          -- Results: Percent Average Deviation Error of Prediction from Actual
%             -- 11.84% for the IBL algorithm
%             -- 14.12% for the resulting linear regression equation
% 
% 4. Relevant Information:
%    -- Description
%       This data set consists of three types of entities: (a) the
%       specification of an auto in terms of various characteristics, (b)
%       its assigned insurance risk rating, (c) its normalized losses in use
%       as compared to other cars.  The second rating corresponds to the
%       degree to which the auto is more risky than its price indicates.
%       Cars are initially assigned a risk factor symbol associated with its
%       price.   Then, if it is more risky (or less), this symbol is
%       adjusted by moving it up (or down) the scale.  Actuarians call this
%       process "symboling".  A value of +3 indicates that the auto is
%       risky, -3 that it is probably pretty safe.
% 
%       The third factor is the relative average loss payment per insured
%       vehicle year.  This value is normalized for all autos within a
%       particular size classification (two-door small, station wagons,
%       sports/speciality, etc...), and represents the average loss per car
%       per year.
% 
%    -- Note: Several of the attributes in the database could be used as a
%             "class" attribute.
% 
% 5. Number of Instances: 205
% 
% 6. Number of Attributes: 26 total
%    -- 15 continuous
%    -- 1 integer
%    -- 10 nominal
% 
% 7. Attribute Information:     
%      Attribute:                Attribute Range:
%      ------------------        -----------------------------------------------
%   1. symboling:                -3, -2, -1, 0, 1, 2, 3.
%   2. normalized-losses:        continuous from 65 to 256.
%   3. make:                     alfa-romero, audi, bmw, chevrolet, dodge, honda,
%                                isuzu, jaguar, mazda, mercedes-benz, mercury,
%                                mitsubishi, nissan, peugot, plymouth, porsche,
%                                renault, saab, subaru, toyota, volkswagen, volvo
%   4. fuel-type:                diesel, gas.
%   5. aspiration:               std, turbo.
%   6. num-of-doors:             four, two.
%   7. body-style:               hardtop, wagon, sedan, hatchback, convertible.
%   8. drive-wheels:             4wd, fwd, rwd.
%   9. engine-location:          front, rear.
%  10. wheel-base:               continuous from 86.6 120.9.
%  11. length:                   continuous from 141.1 to 208.1.
%  12. width:                    continuous from 60.3 to 72.3.
%  13. height:                   continuous from 47.8 to 59.8.
%  14. curb-weight:              continuous from 1488 to 4066.
%  15. engine-type:              dohc, dohcv, l, ohc, ohcf, ohcv, rotor.
%  16. num-of-cylinders:         eight, five, four, six, three, twelve, two.
%  17. engine-size:              continuous from 61 to 326.
%  18. fuel-system:              1bbl, 2bbl, 4bbl, idi, mfi, mpfi, spdi, spfi.
%  19. bore:                     continuous from 2.54 to 3.94.
%  20. stroke:                   continuous from 2.07 to 4.17.
%  21. compression-ratio:        continuous from 7 to 23.
%  22. horsepower:               continuous from 48 to 288.
%  23. peak-rpm:                 continuous from 4150 to 6600.
%  24. city-mpg:                 continuous from 13 to 49.
%  25. highway-mpg:              continuous from 16 to 54.
%  26. price:                    continuous from 5118 to 45400.
% 
% 8. Missing Attribute Values: (denoted by "?")
%    Attribute #:   Number of instances missing a value:
%    2.             41
%    6.             2
%    19.            4
%    20.            4
%    22.            2
%    23.            2
%    26.            4%
%

@relation 'autoHorse.names'
@attribute symboling real
@attribute normalized-losses real
@attribute make { alfa-romero, audi, bmw, chevrolet, dodge, honda, isuzu, jaguar, mazda, mercedes-benz, mercury, mitsubishi, nissan, peugot, plymouth, porsche, renault, saab, subaru, toyota, volkswagen, volvo}
@attribute fuel-type { gas, diesel}
@attribute aspiration { std, turbo}
@attribute num-of-doors real
@attribute body-style { convertible, hatchback, sedan, wagon, hardtop}
@attribute drive-wheels { rwd, fwd, 4wd}
@attribute engine-location { front, rear}
@attribute wheel-base real
@attribute length real
@attribute width real
@attribute height real
@attribute curb-weight real
@attribute engine-type { dohc, ohcv, ohc, l, rotor, ohcf, dohcv}
@attribute num-of-cylinders real
@attribute engine-size real
@attribute fuel-system { mpfi, 2bbl, mfi, 1bbl, spfi, 4bbl, idi, spdi}
@attribute bore real
@attribute stroke real
@attribute compression-ratio real
@attribute peak-rpm real
@attribute city-mpg real
@attribute highway-mpg real
@attribute price real
@attribute class real
@data
3,?,alfa-romero,gas,std,2,convertible,rwd,front,88.6,168.8,64.1,48.8,2548,dohc,4,130,mpfi,3.47,2.68,9,5000,21,27,13495,111
3,?,alfa-romero,gas,std,2,convertible,rwd,front,88.6,168.8,64.1,48.8,2548,dohc,4,130,mpfi,3.47,2.68,9,5000,21,27,16500,111
1,?,alfa-romero,gas,std,2,hatchback,rwd,front,94.5,171.2,65.5,52.4,2823,ohcv,6,152,mpfi,2.68,3.47,9,5000,19,26,16500,154
2,164,audi,gas,std,4,sedan,fwd,front,99.8,176.6,66.2,54.3,2337,ohc,4,109,mpfi,3.19,3.4,10,5500,24,30,13950,102
2,164,audi,gas,std,4,sedan,4wd,front,99.4,176.6,66.4,54.3,2824,ohc,5,136,mpfi,3.19,3.4,8,5500,18,22,17450,115
2,?,audi,gas,std,2,sedan,fwd,front,99.8,177.3,66.3,53.1,2507,ohc,5,136,mpfi,3.19,3.4,8.5,5500,19,25,15250,110
1,158,audi,gas,std,4,sedan,fwd,front,105.8,192.7,71.4,55.7,2844,ohc,5,136,mpfi,3.19,3.4,8.5,5500,19,25,17710,110
1,?,audi,gas,std,4,wagon,fwd,front,105.8,192.7,71.4,55.7,2954,ohc,5,136,mpfi,3.19,3.4,8.5,5500,19,25,18920,110
1,158,audi,gas,turbo,4,sedan,fwd,front,105.8,192.7,71.4,55.9,3086,ohc,5,131,mpfi,3.13,3.4,8.3,5500,17,20,23875,140
0,?,audi,gas,turbo,2,hatchback,4wd,front,99.5,178.2,67.9,52,3053,ohc,5,131,mpfi,3.13,3.4,7,5500,16,22,?,160
2,192,bmw,gas,std,2,sedan,rwd,front,101.2,176.8,64.8,54.3,2395,ohc,4,108,mpfi,3.5,2.8,8.8,5800,23,29,16430,101
0,192,bmw,gas,std,4,sedan,rwd,front,101.2,176.8,64.8,54.3,2395,ohc,4,108,mpfi,3.5,2.8,8.8,5800,23,29,16925,101
0,188,bmw,gas,std,2,sedan,rwd,front,101.2,176.8,64.8,54.3,2710,ohc,6,164,mpfi,3.31,3.19,9,4250,21,28,20970,121
0,188,bmw,gas,std,4,sedan,rwd,front,101.2,176.8,64.8,54.3,2765,ohc,6,164,mpfi,3.31,3.19,9,4250,21,28,21105,121
1,?,bmw,gas,std,4,sedan,rwd,front,103.5,189,66.9,55.7,3055,ohc,6,164,mpfi,3.31,3.19,9,4250,20,25,24565,121
0,?,bmw,gas,std,4,sedan,rwd,front,103.5,189,66.9,55.7,3230,ohc,6,209,mpfi,3.62,3.39,8,5400,16,22,30760,182
0,?,bmw,gas,std,2,sedan,rwd,front,103.5,193.8,67.9,53.7,3380,ohc,6,209,mpfi,3.62,3.39,8,5400,16,22,41315,182
0,?,bmw,gas,std,4,sedan,rwd,front,110,197,70.9,56.3,3505,ohc,6,209,mpfi,3.62,3.39,8,5400,15,20,36880,182
2,121,chevrolet,gas,std,2,hatchback,fwd,front,88.4,141.1,60.3,53.2,1488,l,3,61,2bbl,2.91,3.03,9.5,5100,47,53,5151,48
1,98,chevrolet,gas,std,2,hatchback,fwd,front,94.5,155.9,63.6,52,1874,ohc,4,90,2bbl,3.03,3.11,9.6,5400,38,43,6295,70
0,81,chevrolet,gas,std,4,sedan,fwd,front,94.5,158.8,63.6,52,1909,ohc,4,90,2bbl,3.03,3.11,9.6,5400,38,43,6575,70
1,118,dodge,gas,std,2,hatchback,fwd,front,93.7,157.3,63.8,50.8,1876,ohc,4,90,2bbl,2.97,3.23,9.41,5500,37,41,5572,68
1,118,dodge,gas,std,2,hatchback,fwd,front,93.7,157.3,63.8,50.8,1876,ohc,4,90,2bbl,2.97,3.23,9.4,5500,31,38,6377,68
1,118,dodge,gas,turbo,2,hatchback,fwd,front,93.7,157.3,63.8,50.8,2128,ohc,4,98,mpfi,3.03,3.39,7.6,5500,24,30,7957,102
1,148,dodge,gas,std,4,hatchback,fwd,front,93.7,157.3,63.8,50.6,1967,ohc,4,90,2bbl,2.97,3.23,9.4,5500,31,38,6229,68
1,148,dodge,gas,std,4,sedan,fwd,front,93.7,157.3,63.8,50.6,1989,ohc,4,90,2bbl,2.97,3.23,9.4,5500,31,38,6692,68
1,148,dodge,gas,std,4,sedan,fwd,front,93.7,157.3,63.8,50.6,1989,ohc,4,90,2bbl,2.97,3.23,9.4,5500,31,38,7609,68
1,148,dodge,gas,turbo,?,sedan,fwd,front,93.7,157.3,63.8,50.6,2191,ohc,4,98,mpfi,3.03,3.39,7.6,5500,24,30,8558,102
-1,110,dodge,gas,std,4,wagon,fwd,front,103.3,174.6,64.6,59.8,2535,ohc,4,122,2bbl,3.34,3.46,8.5,5000,24,30,8921,88
3,145,dodge,gas,turbo,2,hatchback,fwd,front,95.9,173.2,66.3,50.2,2811,ohc,4,156,mfi,3.6,3.9,7,5000,19,24,12964,145
2,137,honda,gas,std,2,hatchback,fwd,front,86.6,144.6,63.9,50.8,1713,ohc,4,92,1bbl,2.91,3.41,9.6,4800,49,54,6479,58
2,137,honda,gas,std,2,hatchback,fwd,front,86.6,144.6,63.9,50.8,1819,ohc,4,92,1bbl,2.91,3.41,9.2,6000,31,38,6855,76
1,101,honda,gas,std,2,hatchback,fwd,front,93.7,150,64,52.6,1837,ohc,4,79,1bbl,2.91,3.07,10.1,5500,38,42,5399,60
1,101,honda,gas,std,2,hatchback,fwd,front,93.7,150,64,52.6,1940,ohc,4,92,1bbl,2.91,3.41,9.2,6000,30,34,6529,76
1,101,honda,gas,std,2,hatchback,fwd,front,93.7,150,64,52.6,1956,ohc,4,92,1bbl,2.91,3.41,9.2,6000,30,34,7129,76
0,110,honda,gas,std,4,sedan,fwd,front,96.5,163.4,64,54.5,2010,ohc,4,92,1bbl,2.91,3.41,9.2,6000,30,34,7295,76
0,78,honda,gas,std,4,wagon,fwd,front,96.5,157.1,63.9,58.3,2024,ohc,4,92,1bbl,2.92,3.41,9.2,6000,30,34,7295,76
0,106,honda,gas,std,2,hatchback,fwd,front,96.5,167.5,65.2,53.3,2236,ohc,4,110,1bbl,3.15,3.58,9,5800,27,33,7895,86
0,106,honda,gas,std,2,hatchback,fwd,front,96.5,167.5,65.2,53.3,2289,ohc,4,110,1bbl,3.15,3.58,9,5800,27,33,9095,86
0,85,honda,gas,std,4,sedan,fwd,front,96.5,175.4,65.2,54.1,2304,ohc,4,110,1bbl,3.15,3.58,9,5800,27,33,8845,86
0,85,honda,gas,std,4,sedan,fwd,front,96.5,175.4,62.5,54.1,2372,ohc,4,110,1bbl,3.15,3.58,9,5800,27,33,10295,86
0,85,honda,gas,std,4,sedan,fwd,front,96.5,175.4,65.2,54.1,2465,ohc,4,110,mpfi,3.15,3.58,9,5800,24,28,12945,101
1,107,honda,gas,std,2,sedan,fwd,front,96.5,169.1,66,51,2293,ohc,4,110,2bbl,3.15,3.58,9.1,5500,25,31,10345,100
0,?,isuzu,gas,std,4,sedan,rwd,front,94.3,170.7,61.8,53.5,2337,ohc,4,111,2bbl,3.31,3.23,8.5,4800,24,29,6785,78
1,?,isuzu,gas,std,2,sedan,fwd,front,94.5,155.9,63.6,52,1874,ohc,4,90,2bbl,3.03,3.11,9.6,5400,38,43,?,70
0,?,isuzu,gas,std,4,sedan,fwd,front,94.5,155.9,63.6,52,1909,ohc,4,90,2bbl,3.03,3.11,9.6,5400,38,43,?,70
2,?,isuzu,gas,std,2,hatchback,rwd,front,96,172.6,65.2,51.4,2734,ohc,4,119,spfi,3.43,3.23,9.2,5000,24,29,11048,90
0,145,jaguar,gas,std,4,sedan,rwd,front,113,199.6,69.6,52.8,4066,dohc,6,258,mpfi,3.63,4.17,8.1,4750,15,19,32250,176
0,?,jaguar,gas,std,4,sedan,rwd,front,113,199.6,69.6,52.8,4066,dohc,6,258,mpfi,3.63,4.17,8.1,4750,15,19,35550,176
0,?,jaguar,gas,std,2,sedan,rwd,front,102,191.7,70.6,47.8,3950,ohcv,12,326,mpfi,3.54,2.76,11.5,5000,13,17,36000,262
1,104,mazda,gas,std,2,hatchback,fwd,front,93.1,159.1,64.2,54.1,1890,ohc,4,91,2bbl,3.03,3.15,9,5000,30,31,5195,68
1,104,mazda,gas,std,2,hatchback,fwd,front,93.1,159.1,64.2,54.1,1900,ohc,4,91,2bbl,3.03,3.15,9,5000,31,38,6095,68
1,104,mazda,gas,std,2,hatchback,fwd,front,93.1,159.1,64.2,54.1,1905,ohc,4,91,2bbl,3.03,3.15,9,5000,31,38,6795,68
1,113,mazda,gas,std,4,sedan,fwd,front,93.1,166.8,64.2,54.1,1945,ohc,4,91,2bbl,3.03,3.15,9,5000,31,38,6695,68
1,113,mazda,gas,std,4,sedan,fwd,front,93.1,166.8,64.2,54.1,1950,ohc,4,91,2bbl,3.08,3.15,9,5000,31,38,7395,68
3,150,mazda,gas,std,2,hatchback,rwd,front,95.3,169,65.7,49.6,2380,rotor,2,70,4bbl,?,?,9.4,6000,17,23,10945,101
3,150,mazda,gas,std,2,hatchback,rwd,front,95.3,169,65.7,49.6,2380,rotor,2,70,4bbl,?,?,9.4,6000,17,23,11845,101
3,150,mazda,gas,std,2,hatchback,rwd,front,95.3,169,65.7,49.6,2385,rotor,2,70,4bbl,?,?,9.4,6000,17,23,13645,101
3,150,mazda,gas,std,2,hatchback,rwd,front,95.3,169,65.7,49.6,2500,rotor,2,80,mpfi,?,?,9.4,6000,16,23,15645,135
1,129,mazda,gas,std,2,hatchback,fwd,front,98.8,177.8,66.5,53.7,2385,ohc,4,122,2bbl,3.39,3.39,8.6,4800,26,32,8845,84
0,115,mazda,gas,std,4,sedan,fwd,front,98.8,177.8,66.5,55.5,2410,ohc,4,122,2bbl,3.39,3.39,8.6,4800,26,32,8495,84
1,129,mazda,gas,std,2,hatchback,fwd,front,98.8,177.8,66.5,53.7,2385,ohc,4,122,2bbl,3.39,3.39,8.6,4800,26,32,10595,84
0,115,mazda,gas,std,4,sedan,fwd,front,98.8,177.8,66.5,55.5,2410,ohc,4,122,2bbl,3.39,3.39,8.6,4800,26,32,10245,84
0,?,mazda,diesel,std,?,sedan,fwd,front,98.8,177.8,66.5,55.5,2443,ohc,4,122,idi,3.39,3.39,22.7,4650,36,42,10795,64
0,115,mazda,gas,std,4,hatchback,fwd,front,98.8,177.8,66.5,55.5,2425,ohc,4,122,2bbl,3.39,3.39,8.6,4800,26,32,11245,84
0,118,mazda,gas,std,4,sedan,rwd,front,104.9,175,66.1,54.4,2670,ohc,4,140,mpfi,3.76,3.16,8,5000,19,27,18280,120
0,?,mazda,diesel,std,4,sedan,rwd,front,104.9,175,66.1,54.4,2700,ohc,4,134,idi,3.43,3.64,22,4200,31,39,18344,72
-1,93,mercedes-benz,diesel,turbo,4,sedan,rwd,front,110,190.9,70.3,56.5,3515,ohc,5,183,idi,3.58,3.64,21.5,4350,22,25,25552,123
-1,93,mercedes-benz,diesel,turbo,4,wagon,rwd,front,110,190.9,70.3,58.7,3750,ohc,5,183,idi,3.58,3.64,21.5,4350,22,25,28248,123
0,93,mercedes-benz,diesel,turbo,2,hardtop,rwd,front,106.7,187.5,70.3,54.9,3495,ohc,5,183,idi,3.58,3.64,21.5,4350,22,25,28176,123
-1,93,mercedes-benz,diesel,turbo,4,sedan,rwd,front,115.6,202.6,71.7,56.3,3770,ohc,5,183,idi,3.58,3.64,21.5,4350,22,25,31600,123
-1,?,mercedes-benz,gas,std,4,sedan,rwd,front,115.6,202.6,71.7,56.5,3740,ohcv,8,234,mpfi,3.46,3.1,8.3,4750,16,18,34184,155
3,142,mercedes-benz,gas,std,2,convertible,rwd,front,96.6,180.3,70.5,50.8,3685,ohcv,8,234,mpfi,3.46,3.1,8.3,4750,16,18,35056,155
0,?,mercedes-benz,gas,std,4,sedan,rwd,front,120.9,208.1,71.7,56.7,3900,ohcv,8,308,mpfi,3.8,3.35,8,4500,14,16,40960,184
1,?,mercedes-benz,gas,std,2,hardtop,rwd,front,112,199.2,72,55.4,3715,ohcv,8,304,mpfi,3.8,3.35,8,4500,14,16,45400,184
1,?,mercury,gas,turbo,2,hatchback,rwd,front,102.7,178.4,68,54.8,2910,ohc,4,140,mpfi,3.78,3.12,8,5000,19,24,16503,175
2,161,mitsubishi,gas,std,2,hatchback,fwd,front,93.7,157.3,64.4,50.8,1918,ohc,4,92,2bbl,2.97,3.23,9.4,5500,37,41,5389,68
2,161,mitsubishi,gas,std,2,hatchback,fwd,front,93.7,157.3,64.4,50.8,1944,ohc,4,92,2bbl,2.97,3.23,9.4,5500,31,38,6189,68
2,161,mitsubishi,gas,std,2,hatchback,fwd,front,93.7,157.3,64.4,50.8,2004,ohc,4,92,2bbl,2.97,3.23,9.4,5500,31,38,6669,68
1,161,mitsubishi,gas,turbo,2,hatchback,fwd,front,93,157.3,63.8,50.8,2145,ohc,4,98,spdi,3.03,3.39,7.6,5500,24,30,7689,102
3,153,mitsubishi,gas,turbo,2,hatchback,fwd,front,96.3,173,65.4,49.4,2370,ohc,4,110,spdi,3.17,3.46,7.5,5500,23,30,9959,116
3,153,mitsubishi,gas,std,2,hatchback,fwd,front,96.3,173,65.4,49.4,2328,ohc,4,122,2bbl,3.35,3.46,8.5,5000,25,32,8499,88
3,?,mitsubishi,gas,turbo,2,hatchback,fwd,front,95.9,173.2,66.3,50.2,2833,ohc,4,156,spdi,3.58,3.86,7,5000,19,24,12629,145
3,?,mitsubishi,gas,turbo,2,hatchback,fwd,front,95.9,173.2,66.3,50.2,2921,ohc,4,156,spdi,3.59,3.86,7,5000,19,24,14869,145
3,?,mitsubishi,gas,turbo,2,hatchback,fwd,front,95.9,173.2,66.3,50.2,2926,ohc,4,156,spdi,3.59,3.86,7,5000,19,24,14489,145
1,125,mitsubishi,gas,std,4,sedan,fwd,front,96.3,172.4,65.4,51.6,2365,ohc,4,122,2bbl,3.35,3.46,8.5,5000,25,32,6989,88
1,125,mitsubishi,gas,std,4,sedan,fwd,front,96.3,172.4,65.4,51.6,2405,ohc,4,122,2bbl,3.35,3.46,8.5,5000,25,32,8189,88
1,125,mitsubishi,gas,turbo,4,sedan,fwd,front,96.3,172.4,65.4,51.6,2403,ohc,4,110,spdi,3.17,3.46,7.5,5500,23,30,9279,116
-1,137,mitsubishi,gas,std,4,sedan,fwd,front,96.3,172.4,65.4,51.6,2403,ohc,4,110,spdi,3.17,3.46,7.5,5500,23,30,9279,116
1,128,nissan,gas,std,2,sedan,fwd,front,94.5,165.3,63.8,54.5,1889,ohc,4,97,2bbl,3.15,3.29,9.4,5200,31,37,5499,69
1,128,nissan,diesel,std,2,sedan,fwd,front,94.5,165.3,63.8,54.5,2017,ohc,4,103,idi,2.99,3.47,21.9,4800,45,50,7099,55
1,128,nissan,gas,std,2,sedan,fwd,front,94.5,165.3,63.8,54.5,1918,ohc,4,97,2bbl,3.15,3.29,9.4,5200,31,37,6649,69
1,122,nissan,gas,std,4,sedan,fwd,front,94.5,165.3,63.8,54.5,1938,ohc,4,97,2bbl,3.15,3.29,9.4,5200,31,37,6849,69
1,103,nissan,gas,std,4,wagon,fwd,front,94.5,170.2,63.8,53.5,2024,ohc,4,97,2bbl,3.15,3.29,9.4,5200,31,37,7349,69
1,128,nissan,gas,std,2,sedan,fwd,front,94.5,165.3,63.8,54.5,1951,ohc,4,97,2bbl,3.15,3.29,9.4,5200,31,37,7299,69
1,128,nissan,gas,std,2,hatchback,fwd,front,94.5,165.6,63.8,53.3,2028,ohc,4,97,2bbl,3.15,3.29,9.4,5200,31,37,7799,69
1,122,nissan,gas,std,4,sedan,fwd,front,94.5,165.3,63.8,54.5,1971,ohc,4,97,2bbl,3.15,3.29,9.4,5200,31,37,7499,69
1,103,nissan,gas,std,4,wagon,fwd,front,94.5,170.2,63.8,53.5,2037,ohc,4,97,2bbl,3.15,3.29,9.4,5200,31,37,7999,69
2,168,nissan,gas,std,2,hardtop,fwd,front,95.1,162.4,63.8,53.3,2008,ohc,4,97,2bbl,3.15,3.29,9.4,5200,31,37,8249,69
0,106,nissan,gas,std,4,hatchback,fwd,front,97.2,173.4,65.2,54.7,2324,ohc,4,120,2bbl,3.33,3.47,8.5,5200,27,34,8949,97
0,106,nissan,gas,std,4,sedan,fwd,front,97.2,173.4,65.2,54.7,2302,ohc,4,120,2bbl,3.33,3.47,8.5,5200,27,34,9549,97
0,128,nissan,gas,std,4,sedan,fwd,front,100.4,181.7,66.5,55.1,3095,ohcv,6,181,mpfi,3.43,3.27,9,5200,17,22,13499,152
0,108,nissan,gas,std,4,wagon,fwd,front,100.4,184.6,66.5,56.1,3296,ohcv,6,181,mpfi,3.43,3.27,9,5200,17,22,14399,152
0,108,nissan,gas,std,4,sedan,fwd,front,100.4,184.6,66.5,55.1,3060,ohcv,6,181,mpfi,3.43,3.27,9,5200,19,25,13499,152
3,194,nissan,gas,std,2,hatchback,rwd,front,91.3,170.7,67.9,49.7,3071,ohcv,6,181,mpfi,3.43,3.27,9,5200,19,25,17199,160
3,194,nissan,gas,turbo,2,hatchback,rwd,front,91.3,170.7,67.9,49.7,3139,ohcv,6,181,mpfi,3.43,3.27,7.8,5200,17,23,19699,200
1,231,nissan,gas,std,2,hatchback,rwd,front,99.2,178.5,67.9,49.7,3139,ohcv,6,181,mpfi,3.43,3.27,9,5200,19,25,18399,160
0,161,peugot,gas,std,4,sedan,rwd,front,107.9,186.7,68.4,56.7,3020,l,4,120,mpfi,3.46,3.19,8.4,5000,19,24,11900,97
0,161,peugot,diesel,turbo,4,sedan,rwd,front,107.9,186.7,68.4,56.7,3197,l,4,152,idi,3.7,3.52,21,4150,28,33,13200,95
0,?,peugot,gas,std,4,wagon,rwd,front,114.2,198.9,68.4,58.7,3230,l,4,120,mpfi,3.46,3.19,8.4,5000,19,24,12440,97
0,?,peugot,diesel,turbo,4,wagon,rwd,front,114.2,198.9,68.4,58.7,3430,l,4,152,idi,3.7,3.52,21,4150,25,25,13860,95
0,161,peugot,gas,std,4,sedan,rwd,front,107.9,186.7,68.4,56.7,3075,l,4,120,mpfi,3.46,2.19,8.4,5000,19,24,15580,95
0,161,peugot,diesel,turbo,4,sedan,rwd,front,107.9,186.7,68.4,56.7,3252,l,4,152,idi,3.7,3.52,21,4150,28,33,16900,95
0,?,peugot,gas,std,4,wagon,rwd,front,114.2,198.9,68.4,56.7,3285,l,4,120,mpfi,3.46,2.19,8.4,5000,19,24,16695,95
0,?,peugot,diesel,turbo,4,wagon,rwd,front,114.2,198.9,68.4,58.7,3485,l,4,152,idi,3.7,3.52,21,4150,25,25,17075,95
0,161,peugot,gas,std,4,sedan,rwd,front,107.9,186.7,68.4,56.7,3075,l,4,120,mpfi,3.46,3.19,8.4,5000,19,24,16630,97
0,161,peugot,diesel,turbo,4,sedan,rwd,front,107.9,186.7,68.4,56.7,3252,l,4,152,idi,3.7,3.52,21,4150,28,33,17950,95
0,161,peugot,gas,turbo,4,sedan,rwd,front,108,186.7,68.3,56,3130,l,4,134,mpfi,3.61,3.21,7,5600,18,24,18150,142
1,119,plymouth,gas,std,2,hatchback,fwd,front,93.7,157.3,63.8,50.8,1918,ohc,4,90,2bbl,2.97,3.23,9.4,5500,37,41,5572,68
1,119,plymouth,gas,turbo,2,hatchback,fwd,front,93.7,157.3,63.8,50.8,2128,ohc,4,98,spdi,3.03,3.39,7.6,5500,24,30,7957,102
1,154,plymouth,gas,std,4,hatchback,fwd,front,93.7,157.3,63.8,50.6,1967,ohc,4,90,2bbl,2.97,3.23,9.4,5500,31,38,6229,68
1,154,plymouth,gas,std,4,sedan,fwd,front,93.7,167.3,63.8,50.8,1989,ohc,4,90,2bbl,2.97,3.23,9.4,5500,31,38,6692,68
1,154,plymouth,gas,std,4,sedan,fwd,front,93.7,167.3,63.8,50.8,2191,ohc,4,98,2bbl,2.97,3.23,9.4,5500,31,38,7609,68
-1,74,plymouth,gas,std,4,wagon,fwd,front,103.3,174.6,64.6,59.8,2535,ohc,4,122,2bbl,3.35,3.46,8.5,5000,24,30,8921,88
3,?,plymouth,gas,turbo,2,hatchback,rwd,front,95.9,173.2,66.3,50.2,2818,ohc,4,156,spdi,3.59,3.86,7,5000,19,24,12764,145
3,186,porsche,gas,std,2,hatchback,rwd,front,94.5,168.9,68.3,50.2,2778,ohc,4,151,mpfi,3.94,3.11,9.5,5500,19,27,22018,143
3,?,porsche,gas,std,2,hardtop,rwd,rear,89.5,168.9,65,51.6,2756,ohcf,6,194,mpfi,3.74,2.9,9.5,5900,17,25,32528,207
3,?,porsche,gas,std,2,hardtop,rwd,rear,89.5,168.9,65,51.6,2756,ohcf,6,194,mpfi,3.74,2.9,9.5,5900,17,25,34028,207
3,?,porsche,gas,std,2,convertible,rwd,rear,89.5,168.9,65,51.6,2800,ohcf,6,194,mpfi,3.74,2.9,9.5,5900,17,25,37028,207
1,?,porsche,gas,std,2,hatchback,rwd,front,98.4,175.7,72.3,50.5,3366,dohcv,8,203,mpfi,3.94,3.11,10,5750,17,28,?,288
0,?,renault,gas,std,4,wagon,fwd,front,96.1,181.5,66.5,55.2,2579,ohc,4,132,mpfi,3.46,3.9,8.7,?,23,31,9295,?
2,?,renault,gas,std,2,hatchback,fwd,front,96.1,176.8,66.6,50.5,2460,ohc,4,132,mpfi,3.46,3.9,8.7,?,23,31,9895,?
3,150,saab,gas,std,2,hatchback,fwd,front,99.1,186.6,66.5,56.1,2658,ohc,4,121,mpfi,3.54,3.07,9.31,5250,21,28,11850,110
2,104,saab,gas,std,4,sedan,fwd,front,99.1,186.6,66.5,56.1,2695,ohc,4,121,mpfi,3.54,3.07,9.3,5250,21,28,12170,110
3,150,saab,gas,std,2,hatchback,fwd,front,99.1,186.6,66.5,56.1,2707,ohc,4,121,mpfi,2.54,2.07,9.3,5250,21,28,15040,110
2,104,saab,gas,std,4,sedan,fwd,front,99.1,186.6,66.5,56.1,2758,ohc,4,121,mpfi,3.54,3.07,9.3,5250,21,28,15510,110
3,150,saab,gas,turbo,2,hatchback,fwd,front,99.1,186.6,66.5,56.1,2808,dohc,4,121,mpfi,3.54,3.07,9,5500,19,26,18150,160
2,104,saab,gas,turbo,4,sedan,fwd,front,99.1,186.6,66.5,56.1,2847,dohc,4,121,mpfi,3.54,3.07,9,5500,19,26,18620,160
2,83,subaru,gas,std,2,hatchback,fwd,front,93.7,156.9,63.4,53.7,2050,ohcf,4,97,2bbl,3.62,2.36,9,4900,31,36,5118,69
2,83,subaru,gas,std,2,hatchback,fwd,front,93.7,157.9,63.6,53.7,2120,ohcf,4,108,2bbl,3.62,2.64,8.7,4400,26,31,7053,73
2,83,subaru,gas,std,2,hatchback,4wd,front,93.3,157.3,63.8,55.7,2240,ohcf,4,108,2bbl,3.62,2.64,8.7,4400,26,31,7603,73
0,102,subaru,gas,std,4,sedan,fwd,front,97.2,172,65.4,52.5,2145,ohcf,4,108,2bbl,3.62,2.64,9.5,4800,32,37,7126,82
0,102,subaru,gas,std,4,sedan,fwd,front,97.2,172,65.4,52.5,2190,ohcf,4,108,2bbl,3.62,2.64,9.5,4400,28,33,7775,82
0,102,subaru,gas,std,4,sedan,fwd,front,97.2,172,65.4,52.5,2340,ohcf,4,108,mpfi,3.62,2.64,9,5200,26,32,9960,94
0,102,subaru,gas,std,4,sedan,4wd,front,97,172,65.4,54.3,2385,ohcf,4,108,2bbl,3.62,2.64,9,4800,24,25,9233,82
0,102,subaru,gas,turbo,4,sedan,4wd,front,97,172,65.4,54.3,2510,ohcf,4,108,mpfi,3.62,2.64,7.7,4800,24,29,11259,111
0,89,subaru,gas,std,4,wagon,fwd,front,97,173.5,65.4,53,2290,ohcf,4,108,2bbl,3.62,2.64,9,4800,28,32,7463,82
0,89,subaru,gas,std,4,wagon,fwd,front,97,173.5,65.4,53,2455,ohcf,4,108,mpfi,3.62,2.64,9,5200,25,31,10198,94
0,85,subaru,gas,std,4,wagon,4wd,front,96.9,173.6,65.4,54.9,2420,ohcf,4,108,2bbl,3.62,2.64,9,4800,23,29,8013,82
0,85,subaru,gas,turbo,4,wagon,4wd,front,96.9,173.6,65.4,54.9,2650,ohcf,4,108,mpfi,3.62,2.64,7.7,4800,23,23,11694,111
1,87,toyota,gas,std,2,hatchback,fwd,front,95.7,158.7,63.6,54.5,1985,ohc,4,92,2bbl,3.05,3.03,9,4800,35,39,5348,62
1,87,toyota,gas,std,2,hatchback,fwd,front,95.7,158.7,63.6,54.5,2040,ohc,4,92,2bbl,3.05,3.03,9,4800,31,38,6338,62
1,74,toyota,gas,std,4,hatchback,fwd,front,95.7,158.7,63.6,54.5,2015,ohc,4,92,2bbl,3.05,3.03,9,4800,31,38,6488,62
0,77,toyota,gas,std,4,wagon,fwd,front,95.7,169.7,63.6,59.1,2280,ohc,4,92,2bbl,3.05,3.03,9,4800,31,37,6918,62
0,81,toyota,gas,std,4,wagon,4wd,front,95.7,169.7,63.6,59.1,2290,ohc,4,92,2bbl,3.05,3.03,9,4800,27,32,7898,62
0,91,toyota,gas,std,4,wagon,4wd,front,95.7,169.7,63.6,59.1,3110,ohc,4,92,2bbl,3.05,3.03,9,4800,27,32,8778,62
0,91,toyota,gas,std,4,sedan,fwd,front,95.7,166.3,64.4,53,2081,ohc,4,98,2bbl,3.19,3.03,9,4800,30,37,6938,70
0,91,toyota,gas,std,4,hatchback,fwd,front,95.7,166.3,64.4,52.8,2109,ohc,4,98,2bbl,3.19,3.03,9,4800,30,37,7198,70
0,91,toyota,diesel,std,4,sedan,fwd,front,95.7,166.3,64.4,53,2275,ohc,4,110,idi,3.27,3.35,22.5,4500,34,36,7898,56
0,91,toyota,diesel,std,4,hatchback,fwd,front,95.7,166.3,64.4,52.8,2275,ohc,4,110,idi,3.27,3.35,22.5,4500,38,47,7788,56
0,91,toyota,gas,std,4,sedan,fwd,front,95.7,166.3,64.4,53,2094,ohc,4,98,2bbl,3.19,3.03,9,4800,38,47,7738,70
0,91,toyota,gas,std,4,hatchback,fwd,front,95.7,166.3,64.4,52.8,2122,ohc,4,98,2bbl,3.19,3.03,9,4800,28,34,8358,70
0,91,toyota,gas,std,4,sedan,fwd,front,95.7,166.3,64.4,52.8,2140,ohc,4,98,2bbl,3.19,3.03,9,4800,28,34,9258,70
1,168,toyota,gas,std,2,sedan,rwd,front,94.5,168.7,64,52.6,2169,ohc,4,98,2bbl,3.19,3.03,9,4800,29,34,8058,70
1,168,toyota,gas,std,2,hatchback,rwd,front,94.5,168.7,64,52.6,2204,ohc,4,98,2bbl,3.19,3.03,9,4800,29,34,8238,70
1,168,toyota,gas,std,2,sedan,rwd,front,94.5,168.7,64,52.6,2265,dohc,4,98,mpfi,3.24,3.08,9.4,6600,26,29,9298,112
1,168,toyota,gas,std,2,hatchback,rwd,front,94.5,168.7,64,52.6,2300,dohc,4,98,mpfi,3.24,3.08,9.4,6600,26,29,9538,112
2,134,toyota,gas,std,2,hardtop,rwd,front,98.4,176.2,65.6,52,2540,ohc,4,146,mpfi,3.62,3.5,9.3,4800,24,30,8449,116
2,134,toyota,gas,std,2,hardtop,rwd,front,98.4,176.2,65.6,52,2536,ohc,4,146,mpfi,3.62,3.5,9.3,4800,24,30,9639,116
2,134,toyota,gas,std,2,hatchback,rwd,front,98.4,176.2,65.6,52,2551,ohc,4,146,mpfi,3.62,3.5,9.3,4800,24,30,9989,116
2,134,toyota,gas,std,2,hardtop,rwd,front,98.4,176.2,65.6,52,2679,ohc,4,146,mpfi,3.62,3.5,9.3,4800,24,30,11199,116
2,134,toyota,gas,std,2,hatchback,rwd,front,98.4,176.2,65.6,52,2714,ohc,4,146,mpfi,3.62,3.5,9.3,4800,24,30,11549,116
2,134,toyota,gas,std,2,convertible,rwd,front,98.4,176.2,65.6,53,2975,ohc,4,146,mpfi,3.62,3.5,9.3,4800,24,30,17669,116
-1,65,toyota,gas,std,4,sedan,fwd,front,102.4,175.6,66.5,54.9,2326,ohc,4,122,mpfi,3.31,3.54,8.7,4200,29,34,8948,92
-1,65,toyota,diesel,turbo,4,sedan,fwd,front,102.4,175.6,66.5,54.9,2480,ohc,4,110,idi,3.27,3.35,22.5,4500,30,33,10698,73
-1,65,toyota,gas,std,4,hatchback,fwd,front,102.4,175.6,66.5,53.9,2414,ohc,4,122,mpfi,3.31,3.54,8.7,4200,27,32,9988,92
-1,65,toyota,gas,std,4,sedan,fwd,front,102.4,175.6,66.5,54.9,2414,ohc,4,122,mpfi,3.31,3.54,8.7,4200,27,32,10898,92
-1,65,toyota,gas,std,4,hatchback,fwd,front,102.4,175.6,66.5,53.9,2458,ohc,4,122,mpfi,3.31,3.54,8.7,4200,27,32,11248,92
3,197,toyota,gas,std,2,hatchback,rwd,front,102.9,183.5,67.7,52,2976,dohc,6,171,mpfi,3.27,3.35,9.3,5200,20,24,16558,161
3,197,toyota,gas,std,2,hatchback,rwd,front,102.9,183.5,67.7,52,3016,dohc,6,171,mpfi,3.27,3.35,9.3,5200,19,24,15998,161
-1,90,toyota,gas,std,4,sedan,rwd,front,104.5,187.8,66.5,54.1,3131,dohc,6,171,mpfi,3.27,3.35,9.2,5200,20,24,15690,156
-1,?,toyota,gas,std,4,wagon,rwd,front,104.5,187.8,66.5,54.1,3151,dohc,6,161,mpfi,3.27,3.35,9.2,5200,19,24,15750,156
2,122,volkswagen,diesel,std,2,sedan,fwd,front,97.3,171.7,65.5,55.7,2261,ohc,4,97,idi,3.01,3.4,23,4800,37,46,7775,52
2,122,volkswagen,gas,std,2,sedan,fwd,front,97.3,171.7,65.5,55.7,2209,ohc,4,109,mpfi,3.19,3.4,9,5250,27,34,7975,85
2,94,volkswagen,diesel,std,4,sedan,fwd,front,97.3,171.7,65.5,55.7,2264,ohc,4,97,idi,3.01,3.4,23,4800,37,46,7995,52
2,94,volkswagen,gas,std,4,sedan,fwd,front,97.3,171.7,65.5,55.7,2212,ohc,4,109,mpfi,3.19,3.4,9,5250,27,34,8195,85
2,94,volkswagen,gas,std,4,sedan,fwd,front,97.3,171.7,65.5,55.7,2275,ohc,4,109,mpfi,3.19,3.4,9,5250,27,34,8495,85
2,94,volkswagen,diesel,turbo,4,sedan,fwd,front,97.3,171.7,65.5,55.7,2319,ohc,4,97,idi,3.01,3.4,23,4500,37,42,9495,68
2,94,volkswagen,gas,std,4,sedan,fwd,front,97.3,171.7,65.5,55.7,2300,ohc,4,109,mpfi,3.19,3.4,10,5500,26,32,9995,100
3,?,volkswagen,gas,std,2,convertible,fwd,front,94.5,159.3,64.2,55.6,2254,ohc,4,109,mpfi,3.19,3.4,8.5,5500,24,29,11595,90
3,256,volkswagen,gas,std,2,hatchback,fwd,front,94.5,165.7,64,51.4,2221,ohc,4,109,mpfi,3.19,3.4,8.5,5500,24,29,9980,90
0,?,volkswagen,gas,std,4,sedan,fwd,front,100.4,180.2,66.9,55.1,2661,ohc,5,136,mpfi,3.19,3.4,8.5,5500,19,24,13295,110
0,?,volkswagen,diesel,turbo,4,sedan,fwd,front,100.4,180.2,66.9,55.1,2579,ohc,4,97,idi,3.01,3.4,23,4500,33,38,13845,68
0,?,volkswagen,gas,std,4,wagon,fwd,front,100.4,183.1,66.9,55.1,2563,ohc,4,109,mpfi,3.19,3.4,9,5500,25,31,12290,88
-2,103,volvo,gas,std,4,sedan,rwd,front,104.3,188.8,67.2,56.2,2912,ohc,4,141,mpfi,3.78,3.15,9.5,5400,23,28,12940,114
-1,74,volvo,gas,std,4,wagon,rwd,front,104.3,188.8,67.2,57.5,3034,ohc,4,141,mpfi,3.78,3.15,9.5,5400,23,28,13415,114
-2,103,volvo,gas,std,4,sedan,rwd,front,104.3,188.8,67.2,56.2,2935,ohc,4,141,mpfi,3.78,3.15,9.5,5400,24,28,15985,114
-1,74,volvo,gas,std,4,wagon,rwd,front,104.3,188.8,67.2,57.5,3042,ohc,4,141,mpfi,3.78,3.15,9.5,5400,24,28,16515,114
-2,103,volvo,gas,turbo,4,sedan,rwd,front,104.3,188.8,67.2,56.2,3045,ohc,4,130,mpfi,3.62,3.15,7.5,5100,17,22,18420,162
-1,74,volvo,gas,turbo,4,wagon,rwd,front,104.3,188.8,67.2,57.5,3157,ohc,4,130,mpfi,3.62,3.15,7.5,5100,17,22,18950,162
-1,95,volvo,gas,std,4,sedan,rwd,front,109.1,188.8,68.9,55.5,2952,ohc,4,141,mpfi,3.78,3.15,9.5,5400,23,28,16845,114
-1,95,volvo,gas,turbo,4,sedan,rwd,front,109.1,188.8,68.8,55.5,3049,ohc,4,141,mpfi,3.78,3.15,8.7,5300,19,25,19045,160
-1,95,volvo,gas,std,4,sedan,rwd,front,109.1,188.8,68.9,55.5,3012,ohcv,6,173,mpfi,3.58,2.87,8.8,5500,18,23,21485,134
-1,95,volvo,diesel,turbo,4,sedan,rwd,front,109.1,188.8,68.9,55.5,3217,ohc,6,145,idi,3.01,3.4,23,4800,26,27,22470,106
-1,95,volvo,gas,turbo,4,sedan,rwd,front,109.1,188.8,68.9,55.5,3062,ohc,4,141,mpfi,3.78,3.15,9.5,5400,19,25,22625,114

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