Added Car Mileage Prediction

Car Mileage Prediction/car-mlg-pred.csv

@@ -0,0 +1,399 @@
+mpg,cylinders,displacement,horsepower,weight,acceleration,model year,origin,car name
+18,8,307,130,3504,12,70,1,chevrolet chevelle malibu
+15,8,350,165,3693,11.5,70,1,buick skylark 320
+18,8,318,150,3436,11,70,1,plymouth satellite
+16,8,304,150,3433,12,70,1,amc rebel sst
+17,8,302,140,3449,10.5,70,1,ford torino
+15,8,429,198,4341,10,70,1,ford galaxie 500
+14,8,454,220,4354,9,70,1,chevrolet impala
+14,8,440,215,4312,8.5,70,1,plymouth fury iii
+14,8,455,225,4425,10,70,1,pontiac catalina
+15,8,390,190,3850,8.5,70,1,amc ambassador dpl
+15,8,383,170,3563,10,70,1,dodge challenger se
+14,8,340,160,3609,8,70,1,plymouth 'cuda 340
+15,8,400,150,3761,9.5,70,1,chevrolet monte carlo
+14,8,455,225,3086,10,70,1,buick estate wagon (sw)
+24,4,113,95,2372,15,70,3,toyota corona mark ii
+22,6,198,95,2833,15.5,70,1,plymouth duster
+18,6,199,97,2774,15.5,70,1,amc hornet
+21,6,200,85,2587,16,70,1,ford maverick
+27,4,97,88,2130,14.5,70,3,datsun pl510
+26,4,97,46,1835,20.5,70,2,volkswagen 1131 deluxe sedan
+25,4,110,87,2672,17.5,70,2,peugeot 504
+24,4,107,90,2430,14.5,70,2,audi 100 ls
+25,4,104,95,2375,17.5,70,2,saab 99e
+26,4,121,113,2234,12.5,70,2,bmw 2002
+21,6,199,90,2648,15,70,1,amc gremlin
+10,8,360,215,4615,14,70,1,ford f250
+10,8,307,200,4376,15,70,1,chevy c20
+11,8,318,210,4382,13.5,70,1,dodge d200
+9,8,304,193,4732,18.5,70,1,hi 1200d
+27,4,97,88,2130,14.5,71,3,datsun pl510
+28,4,140,90,2264,15.5,71,1,chevrolet vega 2300
+25,4,113,95,2228,14,71,3,toyota corona
+25,4,98,?,2046,19,71,1,ford pinto
+19,6,232,100,2634,13,71,1,amc gremlin
+16,6,225,105,3439,15.5,71,1,plymouth satellite custom
+17,6,250,100,3329,15.5,71,1,chevrolet chevelle malibu
+19,6,250,88,3302,15.5,71,1,ford torino 500
+18,6,232,100,3288,15.5,71,1,amc matador
+14,8,350,165,4209,12,71,1,chevrolet impala
+14,8,400,175,4464,11.5,71,1,pontiac catalina brougham
+14,8,351,153,4154,13.5,71,1,ford galaxie 500
+14,8,318,150,4096,13,71,1,plymouth fury iii
+12,8,383,180,4955,11.5,71,1,dodge monaco (sw)
+13,8,400,170,4746,12,71,1,ford country squire (sw)
+13,8,400,175,5140,12,71,1,pontiac safari (sw)
+18,6,258,110,2962,13.5,71,1,amc hornet sportabout (sw)
+22,4,140,72,2408,19,71,1,chevrolet vega (sw)
+19,6,250,100,3282,15,71,1,pontiac firebird
+18,6,250,88,3139,14.5,71,1,ford mustang
+23,4,122,86,2220,14,71,1,mercury capri 2000
+28,4,116,90,2123,14,71,2,opel 1900
+30,4,79,70,2074,19.5,71,2,peugeot 304
+30,4,88,76,2065,14.5,71,2,fiat 124b
+31,4,71,65,1773,19,71,3,toyota corolla 1200
+35,4,72,69,1613,18,71,3,datsun 1200
+27,4,97,60,1834,19,71,2,volkswagen model 111
+26,4,91,70,1955,20.5,71,1,plymouth cricket
+24,4,113,95,2278,15.5,72,3,toyota corona hardtop
+25,4,97.5,80,2126,17,72,1,dodge colt hardtop
+23,4,97,54,2254,23.5,72,2,volkswagen type 3
+20,4,140,90,2408,19.5,72,1,chevrolet vega
+21,4,122,86,2226,16.5,72,1,ford pinto runabout
+13,8,350,165,4274,12,72,1,chevrolet impala
+14,8,400,175,4385,12,72,1,pontiac catalina
+15,8,318,150,4135,13.5,72,1,plymouth fury iii
+14,8,351,153,4129,13,72,1,ford galaxie 500
+17,8,304,150,3672,11.5,72,1,amc ambassador sst
+11,8,429,208,4633,11,72,1,mercury marquis
+13,8,350,155,4502,13.5,72,1,buick lesabre custom
+12,8,350,160,4456,13.5,72,1,oldsmobile delta 88 royale
+13,8,400,190,4422,12.5,72,1,chrysler newport royal
+19,3,70,97,2330,13.5,72,3,mazda rx2 coupe
+15,8,304,150,3892,12.5,72,1,amc matador (sw)
+13,8,307,130,4098,14,72,1,chevrolet chevelle concours (sw)
+13,8,302,140,4294,16,72,1,ford gran torino (sw)
+14,8,318,150,4077,14,72,1,plymouth satellite custom (sw)
+18,4,121,112,2933,14.5,72,2,volvo 145e (sw)
+22,4,121,76,2511,18,72,2,volkswagen 411 (sw)
+21,4,120,87,2979,19.5,72,2,peugeot 504 (sw)
+26,4,96,69,2189,18,72,2,renault 12 (sw)
+22,4,122,86,2395,16,72,1,ford pinto (sw)
+28,4,97,92,2288,17,72,3,datsun 510 (sw)
+23,4,120,97,2506,14.5,72,3,toyouta corona mark ii (sw)
+28,4,98,80,2164,15,72,1,dodge colt (sw)
+27,4,97,88,2100,16.5,72,3,toyota corolla 1600 (sw)
+13,8,350,175,4100,13,73,1,buick century 350
+14,8,304,150,3672,11.5,73,1,amc matador
+13,8,350,145,3988,13,73,1,chevrolet malibu
+14,8,302,137,4042,14.5,73,1,ford gran torino
+15,8,318,150,3777,12.5,73,1,dodge coronet custom
+12,8,429,198,4952,11.5,73,1,mercury marquis brougham
+13,8,400,150,4464,12,73,1,chevrolet caprice classic
+13,8,351,158,4363,13,73,1,ford ltd
+14,8,318,150,4237,14.5,73,1,plymouth fury gran sedan
+13,8,440,215,4735,11,73,1,chrysler new yorker brougham
+12,8,455,225,4951,11,73,1,buick electra 225 custom
+13,8,360,175,3821,11,73,1,amc ambassador brougham
+18,6,225,105,3121,16.5,73,1,plymouth valiant
+16,6,250,100,3278,18,73,1,chevrolet nova custom
+18,6,232,100,2945,16,73,1,amc hornet
+18,6,250,88,3021,16.5,73,1,ford maverick
+23,6,198,95,2904,16,73,1,plymouth duster
+26,4,97,46,1950,21,73,2,volkswagen super beetle
+11,8,400,150,4997,14,73,1,chevrolet impala
+12,8,400,167,4906,12.5,73,1,ford country
+13,8,360,170,4654,13,73,1,plymouth custom suburb
+12,8,350,180,4499,12.5,73,1,oldsmobile vista cruiser
+18,6,232,100,2789,15,73,1,amc gremlin
+20,4,97,88,2279,19,73,3,toyota carina
+21,4,140,72,2401,19.5,73,1,chevrolet vega
+22,4,108,94,2379,16.5,73,3,datsun 610
+18,3,70,90,2124,13.5,73,3,maxda rx3
+19,4,122,85,2310,18.5,73,1,ford pinto
+21,6,155,107,2472,14,73,1,mercury capri v6
+26,4,98,90,2265,15.5,73,2,fiat 124 sport coupe
+15,8,350,145,4082,13,73,1,chevrolet monte carlo s
+16,8,400,230,4278,9.5,73,1,pontiac grand prix
+29,4,68,49,1867,19.5,73,2,fiat 128
+24,4,116,75,2158,15.5,73,2,opel manta
+20,4,114,91,2582,14,73,2,audi 100ls
+19,4,121,112,2868,15.5,73,2,volvo 144ea
+15,8,318,150,3399,11,73,1,dodge dart custom
+24,4,121,110,2660,14,73,2,saab 99le
+20,6,156,122,2807,13.5,73,3,toyota mark ii
+11,8,350,180,3664,11,73,1,oldsmobile omega
+20,6,198,95,3102,16.5,74,1,plymouth duster
+21,6,200,?,2875,17,74,1,ford maverick
+19,6,232,100,2901,16,74,1,amc hornet
+15,6,250,100,3336,17,74,1,chevrolet nova
+31,4,79,67,1950,19,74,3,datsun b210
+26,4,122,80,2451,16.5,74,1,ford pinto
+32,4,71,65,1836,21,74,3,toyota corolla 1200
+25,4,140,75,2542,17,74,1,chevrolet vega
+16,6,250,100,3781,17,74,1,chevrolet chevelle malibu classic
+16,6,258,110,3632,18,74,1,amc matador
+18,6,225,105,3613,16.5,74,1,plymouth satellite sebring
+16,8,302,140,4141,14,74,1,ford gran torino
+13,8,350,150,4699,14.5,74,1,buick century luxus (sw)
+14,8,318,150,4457,13.5,74,1,dodge coronet custom (sw)
+14,8,302,140,4638,16,74,1,ford gran torino (sw)
+14,8,304,150,4257,15.5,74,1,amc matador (sw)
+29,4,98,83,2219,16.5,74,2,audi fox
+26,4,79,67,1963,15.5,74,2,volkswagen dasher
+26,4,97,78,2300,14.5,74,2,opel manta
+31,4,76,52,1649,16.5,74,3,toyota corona
+32,4,83,61,2003,19,74,3,datsun 710
+28,4,90,75,2125,14.5,74,1,dodge colt
+24,4,90,75,2108,15.5,74,2,fiat 128
+26,4,116,75,2246,14,74,2,fiat 124 tc
+24,4,120,97,2489,15,74,3,honda civic
+26,4,108,93,2391,15.5,74,3,subaru
+31,4,79,67,2000,16,74,2,fiat x1.9
+19,6,225,95,3264,16,75,1,plymouth valiant custom
+18,6,250,105,3459,16,75,1,chevrolet nova
+15,6,250,72,3432,21,75,1,mercury monarch
+15,6,250,72,3158,19.5,75,1,ford maverick
+16,8,400,170,4668,11.5,75,1,pontiac catalina
+15,8,350,145,4440,14,75,1,chevrolet bel air
+16,8,318,150,4498,14.5,75,1,plymouth grand fury
+14,8,351,148,4657,13.5,75,1,ford ltd
+17,6,231,110,3907,21,75,1,buick century
+16,6,250,105,3897,18.5,75,1,chevroelt chevelle malibu
+15,6,258,110,3730,19,75,1,amc matador
+18,6,225,95,3785,19,75,1,plymouth fury
+21,6,231,110,3039,15,75,1,buick skyhawk
+20,8,262,110,3221,13.5,75,1,chevrolet monza 2+2
+13,8,302,129,3169,12,75,1,ford mustang ii
+29,4,97,75,2171,16,75,3,toyota corolla
+23,4,140,83,2639,17,75,1,ford pinto
+20,6,232,100,2914,16,75,1,amc gremlin
+23,4,140,78,2592,18.5,75,1,pontiac astro
+24,4,134,96,2702,13.5,75,3,toyota corona
+25,4,90,71,2223,16.5,75,2,volkswagen dasher
+24,4,119,97,2545,17,75,3,datsun 710
+18,6,171,97,2984,14.5,75,1,ford pinto
+29,4,90,70,1937,14,75,2,volkswagen rabbit
+19,6,232,90,3211,17,75,1,amc pacer
+23,4,115,95,2694,15,75,2,audi 100ls
+23,4,120,88,2957,17,75,2,peugeot 504
+22,4,121,98,2945,14.5,75,2,volvo 244dl
+25,4,121,115,2671,13.5,75,2,saab 99le
+33,4,91,53,1795,17.5,75,3,honda civic cvcc
+28,4,107,86,2464,15.5,76,2,fiat 131
+25,4,116,81,2220,16.9,76,2,opel 1900
+25,4,140,92,2572,14.9,76,1,capri ii
+26,4,98,79,2255,17.7,76,1,dodge colt
+27,4,101,83,2202,15.3,76,2,renault 12tl
+17.5,8,305,140,4215,13,76,1,chevrolet chevelle malibu classic
+16,8,318,150,4190,13,76,1,dodge coronet brougham
+15.5,8,304,120,3962,13.9,76,1,amc matador
+14.5,8,351,152,4215,12.8,76,1,ford gran torino
+22,6,225,100,3233,15.4,76,1,plymouth valiant
+22,6,250,105,3353,14.5,76,1,chevrolet nova
+24,6,200,81,3012,17.6,76,1,ford maverick
+22.5,6,232,90,3085,17.6,76,1,amc hornet
+29,4,85,52,2035,22.2,76,1,chevrolet chevette
+24.5,4,98,60,2164,22.1,76,1,chevrolet woody
+29,4,90,70,1937,14.2,76,2,vw rabbit
+33,4,91,53,1795,17.4,76,3,honda civic
+20,6,225,100,3651,17.7,76,1,dodge aspen se
+18,6,250,78,3574,21,76,1,ford granada ghia
+18.5,6,250,110,3645,16.2,76,1,pontiac ventura sj
+17.5,6,258,95,3193,17.8,76,1,amc pacer d/l
+29.5,4,97,71,1825,12.2,76,2,volkswagen rabbit
+32,4,85,70,1990,17,76,3,datsun b-210
+28,4,97,75,2155,16.4,76,3,toyota corolla
+26.5,4,140,72,2565,13.6,76,1,ford pinto
+20,4,130,102,3150,15.7,76,2,volvo 245
+13,8,318,150,3940,13.2,76,1,plymouth volare premier v8
+19,4,120,88,3270,21.9,76,2,peugeot 504
+19,6,156,108,2930,15.5,76,3,toyota mark ii
+16.5,6,168,120,3820,16.7,76,2,mercedes-benz 280s
+16.5,8,350,180,4380,12.1,76,1,cadillac seville
+13,8,350,145,4055,12,76,1,chevy c10
+13,8,302,130,3870,15,76,1,ford f108
+13,8,318,150,3755,14,76,1,dodge d100
+31.5,4,98,68,2045,18.5,77,3,honda accord cvcc
+30,4,111,80,2155,14.8,77,1,buick opel isuzu deluxe
+36,4,79,58,1825,18.6,77,2,renault 5 gtl
+25.5,4,122,96,2300,15.5,77,1,plymouth arrow gs
+33.5,4,85,70,1945,16.8,77,3,datsun f-10 hatchback
+17.5,8,305,145,3880,12.5,77,1,chevrolet caprice classic
+17,8,260,110,4060,19,77,1,oldsmobile cutlass supreme
+15.5,8,318,145,4140,13.7,77,1,dodge monaco brougham
+15,8,302,130,4295,14.9,77,1,mercury cougar brougham
+17.5,6,250,110,3520,16.4,77,1,chevrolet concours
+20.5,6,231,105,3425,16.9,77,1,buick skylark
+19,6,225,100,3630,17.7,77,1,plymouth volare custom
+18.5,6,250,98,3525,19,77,1,ford granada
+16,8,400,180,4220,11.1,77,1,pontiac grand prix lj
+15.5,8,350,170,4165,11.4,77,1,chevrolet monte carlo landau
+15.5,8,400,190,4325,12.2,77,1,chrysler cordoba
+16,8,351,149,4335,14.5,77,1,ford thunderbird
+29,4,97,78,1940,14.5,77,2,volkswagen rabbit custom
+24.5,4,151,88,2740,16,77,1,pontiac sunbird coupe
+26,4,97,75,2265,18.2,77,3,toyota corolla liftback
+25.5,4,140,89,2755,15.8,77,1,ford mustang ii 2+2
+30.5,4,98,63,2051,17,77,1,chevrolet chevette
+33.5,4,98,83,2075,15.9,77,1,dodge colt m/m
+30,4,97,67,1985,16.4,77,3,subaru dl
+30.5,4,97,78,2190,14.1,77,2,volkswagen dasher
+22,6,146,97,2815,14.5,77,3,datsun 810
+21.5,4,121,110,2600,12.8,77,2,bmw 320i
+21.5,3,80,110,2720,13.5,77,3,mazda rx-4
+43.1,4,90,48,1985,21.5,78,2,volkswagen rabbit custom diesel
+36.1,4,98,66,1800,14.4,78,1,ford fiesta
+32.8,4,78,52,1985,19.4,78,3,mazda glc deluxe
+39.4,4,85,70,2070,18.6,78,3,datsun b210 gx
+36.1,4,91,60,1800,16.4,78,3,honda civic cvcc
+19.9,8,260,110,3365,15.5,78,1,oldsmobile cutlass salon brougham
+19.4,8,318,140,3735,13.2,78,1,dodge diplomat
+20.2,8,302,139,3570,12.8,78,1,mercury monarch ghia
+19.2,6,231,105,3535,19.2,78,1,pontiac phoenix lj
+20.5,6,200,95,3155,18.2,78,1,chevrolet malibu
+20.2,6,200,85,2965,15.8,78,1,ford fairmont (auto)
+25.1,4,140,88,2720,15.4,78,1,ford fairmont (man)
+20.5,6,225,100,3430,17.2,78,1,plymouth volare
+19.4,6,232,90,3210,17.2,78,1,amc concord
+20.6,6,231,105,3380,15.8,78,1,buick century special
+20.8,6,200,85,3070,16.7,78,1,mercury zephyr
+18.6,6,225,110,3620,18.7,78,1,dodge aspen
+18.1,6,258,120,3410,15.1,78,1,amc concord d/l
+19.2,8,305,145,3425,13.2,78,1,chevrolet monte carlo landau
+17.7,6,231,165,3445,13.4,78,1,buick regal sport coupe (turbo)
+18.1,8,302,139,3205,11.2,78,1,ford futura
+17.5,8,318,140,4080,13.7,78,1,dodge magnum xe
+30,4,98,68,2155,16.5,78,1,chevrolet chevette
+27.5,4,134,95,2560,14.2,78,3,toyota corona
+27.2,4,119,97,2300,14.7,78,3,datsun 510
+30.9,4,105,75,2230,14.5,78,1,dodge omni
+21.1,4,134,95,2515,14.8,78,3,toyota celica gt liftback
+23.2,4,156,105,2745,16.7,78,1,plymouth sapporo
+23.8,4,151,85,2855,17.6,78,1,oldsmobile starfire sx
+23.9,4,119,97,2405,14.9,78,3,datsun 200-sx
+20.3,5,131,103,2830,15.9,78,2,audi 5000
+17,6,163,125,3140,13.6,78,2,volvo 264gl
+21.6,4,121,115,2795,15.7,78,2,saab 99gle
+16.2,6,163,133,3410,15.8,78,2,peugeot 604sl
+31.5,4,89,71,1990,14.9,78,2,volkswagen scirocco
+29.5,4,98,68,2135,16.6,78,3,honda accord lx
+21.5,6,231,115,3245,15.4,79,1,pontiac lemans v6
+19.8,6,200,85,2990,18.2,79,1,mercury zephyr 6
+22.3,4,140,88,2890,17.3,79,1,ford fairmont 4
+20.2,6,232,90,3265,18.2,79,1,amc concord dl 6
+20.6,6,225,110,3360,16.6,79,1,dodge aspen 6
+17,8,305,130,3840,15.4,79,1,chevrolet caprice classic
+17.6,8,302,129,3725,13.4,79,1,ford ltd landau
+16.5,8,351,138,3955,13.2,79,1,mercury grand marquis
+18.2,8,318,135,3830,15.2,79,1,dodge st. regis
+16.9,8,350,155,4360,14.9,79,1,buick estate wagon (sw)
+15.5,8,351,142,4054,14.3,79,1,ford country squire (sw)
+19.2,8,267,125,3605,15,79,1,chevrolet malibu classic (sw)
+18.5,8,360,150,3940,13,79,1,chrysler lebaron town @ country (sw)
+31.9,4,89,71,1925,14,79,2,vw rabbit custom
+34.1,4,86,65,1975,15.2,79,3,maxda glc deluxe
+35.7,4,98,80,1915,14.4,79,1,dodge colt hatchback custom
+27.4,4,121,80,2670,15,79,1,amc spirit dl
+25.4,5,183,77,3530,20.1,79,2,mercedes benz 300d
+23,8,350,125,3900,17.4,79,1,cadillac eldorado
+27.2,4,141,71,3190,24.8,79,2,peugeot 504
+23.9,8,260,90,3420,22.2,79,1,oldsmobile cutlass salon brougham
+34.2,4,105,70,2200,13.2,79,1,plymouth horizon
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