add datasets

2020-12-07 15:15:31 -05:00
parent 382113ae9d
commit fd1e5a41f3
11 changed files with 15768 additions and 0 deletions
--- a/dataset/Advertising.csv
+++ b/dataset/Advertising.csv
@@ -0,0 +1,201 @@
+,TV,radio,newspaper,sales
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--- a/dataset/Auto.csv
+++ b/dataset/Auto.csv
@@ -0,0 +1,398 @@
+mpg,cylinders,displacement,horsepower,weight,acceleration,year,origin,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
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+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
+34.5,4,105,70,2150,14.9,79,1,plymouth horizon tc3
+31.8,4,85,65,2020,19.2,79,3,datsun 210
+37.3,4,91,69,2130,14.7,79,2,fiat strada custom
+28.4,4,151,90,2670,16,79,1,buick skylark limited
+28.8,6,173,115,2595,11.3,79,1,chevrolet citation
+26.8,6,173,115,2700,12.9,79,1,oldsmobile omega brougham
+33.5,4,151,90,2556,13.2,79,1,pontiac phoenix
+41.5,4,98,76,2144,14.7,80,2,vw rabbit
+38.1,4,89,60,1968,18.8,80,3,toyota corolla tercel
+32.1,4,98,70,2120,15.5,80,1,chevrolet chevette
+37.2,4,86,65,2019,16.4,80,3,datsun 310
+28,4,151,90,2678,16.5,80,1,chevrolet citation
+26.4,4,140,88,2870,18.1,80,1,ford fairmont
+24.3,4,151,90,3003,20.1,80,1,amc concord
+19.1,6,225,90,3381,18.7,80,1,dodge aspen
+34.3,4,97,78,2188,15.8,80,2,audi 4000
+29.8,4,134,90,2711,15.5,80,3,toyota corona liftback
+31.3,4,120,75,2542,17.5,80,3,mazda 626
+37,4,119,92,2434,15,80,3,datsun 510 hatchback
+32.2,4,108,75,2265,15.2,80,3,toyota corolla
+46.6,4,86,65,2110,17.9,80,3,mazda glc
+27.9,4,156,105,2800,14.4,80,1,dodge colt
+40.8,4,85,65,2110,19.2,80,3,datsun 210
+44.3,4,90,48,2085,21.7,80,2,vw rabbit c (diesel)
+43.4,4,90,48,2335,23.7,80,2,vw dasher (diesel)
+36.4,5,121,67,2950,19.9,80,2,audi 5000s (diesel)
+30,4,146,67,3250,21.8,80,2,mercedes-benz 240d
+44.6,4,91,67,1850,13.8,80,3,honda civic 1500 gl
+40.9,4,85,?,1835,17.3,80,2,renault lecar deluxe
+33.8,4,97,67,2145,18,80,3,subaru dl
+29.8,4,89,62,1845,15.3,80,2,vokswagen rabbit
+32.7,6,168,132,2910,11.4,80,3,datsun 280-zx
+23.7,3,70,100,2420,12.5,80,3,mazda rx-7 gs
+35,4,122,88,2500,15.1,80,2,triumph tr7 coupe
+23.6,4,140,?,2905,14.3,80,1,ford mustang cobra
+32.4,4,107,72,2290,17,80,3,honda accord
+27.2,4,135,84,2490,15.7,81,1,plymouth reliant
+26.6,4,151,84,2635,16.4,81,1,buick skylark
+25.8,4,156,92,2620,14.4,81,1,dodge aries wagon (sw)
+23.5,6,173,110,2725,12.6,81,1,chevrolet citation
+30,4,135,84,2385,12.9,81,1,plymouth reliant
+39.1,4,79,58,1755,16.9,81,3,toyota starlet
+39,4,86,64,1875,16.4,81,1,plymouth champ
+35.1,4,81,60,1760,16.1,81,3,honda civic 1300
+32.3,4,97,67,2065,17.8,81,3,subaru
+37,4,85,65,1975,19.4,81,3,datsun 210 mpg
+37.7,4,89,62,2050,17.3,81,3,toyota tercel
+34.1,4,91,68,1985,16,81,3,mazda glc 4
+34.7,4,105,63,2215,14.9,81,1,plymouth horizon 4
+34.4,4,98,65,2045,16.2,81,1,ford escort 4w
+29.9,4,98,65,2380,20.7,81,1,ford escort 2h
+33,4,105,74,2190,14.2,81,2,volkswagen jetta
+34.5,4,100,?,2320,15.8,81,2,renault 18i
+33.7,4,107,75,2210,14.4,81,3,honda prelude
+32.4,4,108,75,2350,16.8,81,3,toyota corolla
+32.9,4,119,100,2615,14.8,81,3,datsun 200sx
+31.6,4,120,74,2635,18.3,81,3,mazda 626
+28.1,4,141,80,3230,20.4,81,2,peugeot 505s turbo diesel
+30.7,6,145,76,3160,19.6,81,2,volvo diesel
+25.4,6,168,116,2900,12.6,81,3,toyota cressida
+24.2,6,146,120,2930,13.8,81,3,datsun 810 maxima
+22.4,6,231,110,3415,15.8,81,1,buick century
+26.6,8,350,105,3725,19,81,1,oldsmobile cutlass ls
+20.2,6,200,88,3060,17.1,81,1,ford granada gl
+17.6,6,225,85,3465,16.6,81,1,chrysler lebaron salon
+28,4,112,88,2605,19.6,82,1,chevrolet cavalier
+27,4,112,88,2640,18.6,82,1,chevrolet cavalier wagon
+34,4,112,88,2395,18,82,1,chevrolet cavalier 2-door
+31,4,112,85,2575,16.2,82,1,pontiac j2000 se hatchback
+29,4,135,84,2525,16,82,1,dodge aries se
+27,4,151,90,2735,18,82,1,pontiac phoenix
+24,4,140,92,2865,16.4,82,1,ford fairmont futura
+36,4,105,74,1980,15.3,82,2,volkswagen rabbit l
+37,4,91,68,2025,18.2,82,3,mazda glc custom l
+31,4,91,68,1970,17.6,82,3,mazda glc custom
+38,4,105,63,2125,14.7,82,1,plymouth horizon miser
+36,4,98,70,2125,17.3,82,1,mercury lynx l
+36,4,120,88,2160,14.5,82,3,nissan stanza xe
+36,4,107,75,2205,14.5,82,3,honda accord
+34,4,108,70,2245,16.9,82,3,toyota corolla
+38,4,91,67,1965,15,82,3,honda civic
+32,4,91,67,1965,15.7,82,3,honda civic (auto)
+38,4,91,67,1995,16.2,82,3,datsun 310 gx
+25,6,181,110,2945,16.4,82,1,buick century limited
+38,6,262,85,3015,17,82,1,oldsmobile cutlass ciera (diesel)
+26,4,156,92,2585,14.5,82,1,chrysler lebaron medallion
+22,6,232,112,2835,14.7,82,1,ford granada l
+32,4,144,96,2665,13.9,82,3,toyota celica gt
+36,4,135,84,2370,13,82,1,dodge charger 2.2
+27,4,151,90,2950,17.3,82,1,chevrolet camaro
+27,4,140,86,2790,15.6,82,1,ford mustang gl
+44,4,97,52,2130,24.6,82,2,vw pickup
+32,4,135,84,2295,11.6,82,1,dodge rampage
+28,4,120,79,2625,18.6,82,1,ford ranger
+31,4,119,82,2720,19.4,82,1,chevy s-10
--- a/dataset/Credit.csv
+++ b/dataset/Credit.csv
@@ -0,0 +1,401 @@
+"","Income","Limit","Rating","Cards","Age","Education","Gender","Student","Married","Ethnicity","Balance"
+"1",14.891,3606,283,2,34,11," Male","No","Yes","Caucasian",333
+"2",106.025,6645,483,3,82,15,"Female","Yes","Yes","Asian",903
+"3",104.593,7075,514,4,71,11," Male","No","No","Asian",580
+"4",148.924,9504,681,3,36,11,"Female","No","No","Asian",964
+"5",55.882,4897,357,2,68,16," Male","No","Yes","Caucasian",331
+"6",80.18,8047,569,4,77,10," Male","No","No","Caucasian",1151
+"7",20.996,3388,259,2,37,12,"Female","No","No","African American",203
+"8",71.408,7114,512,2,87,9," Male","No","No","Asian",872
+"9",15.125,3300,266,5,66,13,"Female","No","No","Caucasian",279
+"10",71.061,6819,491,3,41,19,"Female","Yes","Yes","African American",1350
+"11",63.095,8117,589,4,30,14," Male","No","Yes","Caucasian",1407
+"12",15.045,1311,138,3,64,16," Male","No","No","Caucasian",0
+"13",80.616,5308,394,1,57,7,"Female","No","Yes","Asian",204
+"14",43.682,6922,511,1,49,9," Male","No","Yes","Caucasian",1081
+"15",19.144,3291,269,2,75,13,"Female","No","No","African American",148
+"16",20.089,2525,200,3,57,15,"Female","No","Yes","African American",0
+"17",53.598,3714,286,3,73,17,"Female","No","Yes","African American",0
+"18",36.496,4378,339,3,69,15,"Female","No","Yes","Asian",368
+"19",49.57,6384,448,1,28,9,"Female","No","Yes","Asian",891
+"20",42.079,6626,479,2,44,9," Male","No","No","Asian",1048
+"21",17.7,2860,235,4,63,16,"Female","No","No","Asian",89
+"22",37.348,6378,458,1,72,17,"Female","No","No","Caucasian",968
+"23",20.103,2631,213,3,61,10," Male","No","Yes","African American",0
+"24",64.027,5179,398,5,48,8," Male","No","Yes","African American",411
+"25",10.742,1757,156,3,57,15,"Female","No","No","Caucasian",0
+"26",14.09,4323,326,5,25,16,"Female","No","Yes","African American",671
+"27",42.471,3625,289,6,44,12,"Female","Yes","No","Caucasian",654
+"28",32.793,4534,333,2,44,16," Male","No","No","African American",467
+"29",186.634,13414,949,2,41,14,"Female","No","Yes","African American",1809
+"30",26.813,5611,411,4,55,16,"Female","No","No","Caucasian",915
+"31",34.142,5666,413,4,47,5,"Female","No","Yes","Caucasian",863
+"32",28.941,2733,210,5,43,16," Male","No","Yes","Asian",0
+"33",134.181,7838,563,2,48,13,"Female","No","No","Caucasian",526
+"34",31.367,1829,162,4,30,10," Male","No","Yes","Caucasian",0
+"35",20.15,2646,199,2,25,14,"Female","No","Yes","Asian",0
+"36",23.35,2558,220,3,49,12,"Female","Yes","No","Caucasian",419
+"37",62.413,6457,455,2,71,11,"Female","No","Yes","Caucasian",762
+"38",30.007,6481,462,2,69,9,"Female","No","Yes","Caucasian",1093
+"39",11.795,3899,300,4,25,10,"Female","No","No","Caucasian",531
+"40",13.647,3461,264,4,47,14," Male","No","Yes","Caucasian",344
+"41",34.95,3327,253,3,54,14,"Female","No","No","African American",50
+"42",113.659,7659,538,2,66,15," Male","Yes","Yes","African American",1155
+"43",44.158,4763,351,2,66,13,"Female","No","Yes","Asian",385
+"44",36.929,6257,445,1,24,14,"Female","No","Yes","Asian",976
+"45",31.861,6375,469,3,25,16,"Female","No","Yes","Caucasian",1120
+"46",77.38,7569,564,3,50,12,"Female","No","Yes","Caucasian",997
+"47",19.531,5043,376,2,64,16,"Female","Yes","Yes","Asian",1241
+"48",44.646,4431,320,2,49,15," Male","Yes","Yes","Caucasian",797
+"49",44.522,2252,205,6,72,15," Male","No","Yes","Asian",0
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+"314",92.386,7685,534,2,75,18,"Female","No","Yes","Asian",843
+"315",115.52,9272,656,2,69,14," Male","No","No","African American",1140
+"316",14.479,3907,296,3,43,16," Male","No","Yes","Caucasian",463
+"317",52.179,7306,522,2,57,14," Male","No","No","Asian",1142
+"318",68.462,4712,340,2,71,16," Male","No","Yes","Caucasian",136
+"319",18.951,1485,129,3,82,13,"Female","No","No","Caucasian",0
+"320",27.59,2586,229,5,54,16," Male","No","Yes","African American",0
+"321",16.279,1160,126,3,78,13," Male","Yes","Yes","African American",5
+"322",25.078,3096,236,2,27,15,"Female","No","Yes","Caucasian",81
+"323",27.229,3484,282,6,51,11," Male","No","No","Caucasian",265
+"324",182.728,13913,982,4,98,17," Male","No","Yes","Caucasian",1999
+"325",31.029,2863,223,2,66,17," Male","Yes","Yes","Asian",415
+"326",17.765,5072,364,1,66,12,"Female","No","Yes","Caucasian",732
+"327",125.48,10230,721,3,82,16," Male","No","Yes","Caucasian",1361
+"328",49.166,6662,508,3,68,14,"Female","No","No","Asian",984
+"329",41.192,3673,297,3,54,16,"Female","No","Yes","Caucasian",121
+"330",94.193,7576,527,2,44,16,"Female","No","Yes","Caucasian",846
+"331",20.405,4543,329,2,72,17," Male","Yes","No","Asian",1054
+"332",12.581,3976,291,2,48,16," Male","No","Yes","Caucasian",474
+"333",62.328,5228,377,3,83,15," Male","No","No","Caucasian",380
+"334",21.011,3402,261,2,68,17," Male","No","Yes","African American",182
+"335",24.23,4756,351,2,64,15,"Female","No","Yes","Caucasian",594
+"336",24.314,3409,270,2,23,7,"Female","No","Yes","Caucasian",194
+"337",32.856,5884,438,4,68,13," Male","No","No","Caucasian",926
+"338",12.414,855,119,3,32,12," Male","No","Yes","African American",0
+"339",41.365,5303,377,1,45,14," Male","No","No","Caucasian",606
+"340",149.316,10278,707,1,80,16," Male","No","No","African American",1107
+"341",27.794,3807,301,4,35,8,"Female","No","Yes","African American",320
+"342",13.234,3922,299,2,77,17,"Female","No","Yes","Caucasian",426
+"343",14.595,2955,260,5,37,9," Male","No","Yes","African American",204
+"344",10.735,3746,280,2,44,17,"Female","No","Yes","Caucasian",410
+"345",48.218,5199,401,7,39,10," Male","No","Yes","Asian",633
+"346",30.012,1511,137,2,33,17," Male","No","Yes","Caucasian",0
+"347",21.551,5380,420,5,51,18," Male","No","Yes","Asian",907
+"348",160.231,10748,754,2,69,17," Male","No","No","Caucasian",1192
+"349",13.433,1134,112,3,70,14," Male","No","Yes","Caucasian",0
+"350",48.577,5145,389,3,71,13,"Female","No","Yes","Asian",503
+"351",30.002,1561,155,4,70,13,"Female","No","Yes","Caucasian",0
+"352",61.62,5140,374,1,71,9," Male","No","Yes","Caucasian",302
+"353",104.483,7140,507,2,41,14," Male","No","Yes","African American",583
+"354",41.868,4716,342,2,47,18," Male","No","No","Caucasian",425
+"355",12.068,3873,292,1,44,18,"Female","No","Yes","Asian",413
+"356",180.682,11966,832,2,58,8,"Female","No","Yes","African American",1405
+"357",34.48,6090,442,3,36,14," Male","No","No","Caucasian",962
+"358",39.609,2539,188,1,40,14," Male","No","Yes","Asian",0
+"359",30.111,4336,339,1,81,18," Male","No","Yes","Caucasian",347
+"360",12.335,4471,344,3,79,12," Male","No","Yes","African American",611
+"361",53.566,5891,434,4,82,10,"Female","No","No","Caucasian",712
+"362",53.217,4943,362,2,46,16,"Female","No","Yes","Asian",382
+"363",26.162,5101,382,3,62,19,"Female","No","No","African American",710
+"364",64.173,6127,433,1,80,10," Male","No","Yes","Caucasian",578
+"365",128.669,9824,685,3,67,16," Male","No","Yes","Asian",1243
+"366",113.772,6442,489,4,69,15," Male","Yes","Yes","Caucasian",790
+"367",61.069,7871,564,3,56,14," Male","No","Yes","Caucasian",1264
+"368",23.793,3615,263,2,70,14," Male","No","No","African American",216
+"369",89,5759,440,3,37,6,"Female","No","No","Caucasian",345
+"370",71.682,8028,599,3,57,16," Male","No","Yes","Caucasian",1208
+"371",35.61,6135,466,4,40,12," Male","No","No","Caucasian",992
+"372",39.116,2150,173,4,75,15," Male","No","No","Caucasian",0
+"373",19.782,3782,293,2,46,16,"Female","Yes","No","Caucasian",840
+"374",55.412,5354,383,2,37,16,"Female","Yes","Yes","Caucasian",1003
+"375",29.4,4840,368,3,76,18,"Female","No","Yes","Caucasian",588
+"376",20.974,5673,413,5,44,16,"Female","No","Yes","Caucasian",1000
+"377",87.625,7167,515,2,46,10,"Female","No","No","African American",767
+"378",28.144,1567,142,3,51,10," Male","No","Yes","Caucasian",0
+"379",19.349,4941,366,1,33,19," Male","No","Yes","Caucasian",717
+"380",53.308,2860,214,1,84,10," Male","No","Yes","Caucasian",0
+"381",115.123,7760,538,3,83,14,"Female","No","No","African American",661
+"382",101.788,8029,574,2,84,11," Male","No","Yes","Caucasian",849
+"383",24.824,5495,409,1,33,9," Male","Yes","No","Caucasian",1352
+"384",14.292,3274,282,9,64,9," Male","No","Yes","Caucasian",382
+"385",20.088,1870,180,3,76,16," Male","No","No","African American",0
+"386",26.4,5640,398,3,58,15,"Female","No","No","Asian",905
+"387",19.253,3683,287,4,57,10," Male","No","No","African American",371
+"388",16.529,1357,126,3,62,9," Male","No","No","Asian",0
+"389",37.878,6827,482,2,80,13,"Female","No","No","Caucasian",1129
+"390",83.948,7100,503,2,44,18," Male","No","No","Caucasian",806
+"391",135.118,10578,747,3,81,15,"Female","No","Yes","Asian",1393
+"392",73.327,6555,472,2,43,15,"Female","No","No","Caucasian",721
+"393",25.974,2308,196,2,24,10," Male","No","No","Asian",0
+"394",17.316,1335,138,2,65,13," Male","No","No","African American",0
+"395",49.794,5758,410,4,40,8," Male","No","No","Caucasian",734
+"396",12.096,4100,307,3,32,13," Male","No","Yes","Caucasian",560
+"397",13.364,3838,296,5,65,17," Male","No","No","African American",480
+"398",57.872,4171,321,5,67,12,"Female","No","Yes","Caucasian",138
+"399",37.728,2525,192,1,44,13," Male","No","Yes","Caucasian",0
+"400",18.701,5524,415,5,64,7,"Female","No","No","Asian",966
--- a/dataset/Default.csv
+++ b/dataset/Default.csv
--- a/dataset/Hitters.csv
+++ b/dataset/Hitters.csv
@@ -0,0 +1,323 @@
+"","AtBat","Hits","HmRun","Runs","RBI","Walks","Years","CAtBat","CHits","CHmRun","CRuns","CRBI","CWalks","League","Division","PutOuts","Assists","Errors","Salary","NewLeague"
+"-Andy Allanson",293,66,1,30,29,14,1,293,66,1,30,29,14,"A","E",446,33,20,NA,"A"
+"-Alan Ashby",315,81,7,24,38,39,14,3449,835,69,321,414,375,"N","W",632,43,10,475,"N"
+"-Alvin Davis",479,130,18,66,72,76,3,1624,457,63,224,266,263,"A","W",880,82,14,480,"A"
+"-Andre Dawson",496,141,20,65,78,37,11,5628,1575,225,828,838,354,"N","E",200,11,3,500,"N"
+"-Andres Galarraga",321,87,10,39,42,30,2,396,101,12,48,46,33,"N","E",805,40,4,91.5,"N"
+"-Alfredo Griffin",594,169,4,74,51,35,11,4408,1133,19,501,336,194,"A","W",282,421,25,750,"A"
+"-Al Newman",185,37,1,23,8,21,2,214,42,1,30,9,24,"N","E",76,127,7,70,"A"
+"-Argenis Salazar",298,73,0,24,24,7,3,509,108,0,41,37,12,"A","W",121,283,9,100,"A"
+"-Andres Thomas",323,81,6,26,32,8,2,341,86,6,32,34,8,"N","W",143,290,19,75,"N"
+"-Andre Thornton",401,92,17,49,66,65,13,5206,1332,253,784,890,866,"A","E",0,0,0,1100,"A"
+"-Alan Trammell",574,159,21,107,75,59,10,4631,1300,90,702,504,488,"A","E",238,445,22,517.143,"A"
+"-Alex Trevino",202,53,4,31,26,27,9,1876,467,15,192,186,161,"N","W",304,45,11,512.5,"N"
+"-Andy VanSlyke",418,113,13,48,61,47,4,1512,392,41,205,204,203,"N","E",211,11,7,550,"N"
+"-Alan Wiggins",239,60,0,30,11,22,6,1941,510,4,309,103,207,"A","E",121,151,6,700,"A"
+"-Bill Almon",196,43,7,29,27,30,13,3231,825,36,376,290,238,"N","E",80,45,8,240,"N"
+"-Billy Beane",183,39,3,20,15,11,3,201,42,3,20,16,11,"A","W",118,0,0,NA,"A"
+"-Buddy Bell",568,158,20,89,75,73,15,8068,2273,177,1045,993,732,"N","W",105,290,10,775,"N"
+"-Buddy Biancalana",190,46,2,24,8,15,5,479,102,5,65,23,39,"A","W",102,177,16,175,"A"
+"-Bruce Bochte",407,104,6,57,43,65,12,5233,1478,100,643,658,653,"A","W",912,88,9,NA,"A"
+"-Bruce Bochy",127,32,8,16,22,14,8,727,180,24,67,82,56,"N","W",202,22,2,135,"N"
+"-Barry Bonds",413,92,16,72,48,65,1,413,92,16,72,48,65,"N","E",280,9,5,100,"N"
+"-Bobby Bonilla",426,109,3,55,43,62,1,426,109,3,55,43,62,"A","W",361,22,2,115,"N"
+"-Bob Boone",22,10,1,4,2,1,6,84,26,2,9,9,3,"A","W",812,84,11,NA,"A"
+"-Bob Brenly",472,116,16,60,62,74,6,1924,489,67,242,251,240,"N","W",518,55,3,600,"N"
+"-Bill Buckner",629,168,18,73,102,40,18,8424,2464,164,1008,1072,402,"A","E",1067,157,14,776.667,"A"
+"-Brett Butler",587,163,4,92,51,70,6,2695,747,17,442,198,317,"A","E",434,9,3,765,"A"
+"-Bob Dernier",324,73,4,32,18,22,7,1931,491,13,291,108,180,"N","E",222,3,3,708.333,"N"
+"-Bo Diaz",474,129,10,50,56,40,10,2331,604,61,246,327,166,"N","W",732,83,13,750,"N"
+"-Bill Doran",550,152,6,92,37,81,5,2308,633,32,349,182,308,"N","W",262,329,16,625,"N"
+"-Brian Downing",513,137,20,90,95,90,14,5201,1382,166,763,734,784,"A","W",267,5,3,900,"A"
+"-Bobby Grich",313,84,9,42,30,39,17,6890,1833,224,1033,864,1087,"A","W",127,221,7,NA,"A"
+"-Billy Hatcher",419,108,6,55,36,22,3,591,149,8,80,46,31,"N","W",226,7,4,110,"N"
+"-Bob Horner",517,141,27,70,87,52,9,3571,994,215,545,652,337,"N","W",1378,102,8,NA,"N"
+"-Brook Jacoby",583,168,17,83,80,56,5,1646,452,44,219,208,136,"A","E",109,292,25,612.5,"A"
+"-Bob Kearney",204,49,6,23,25,12,7,1309,308,27,126,132,66,"A","W",419,46,5,300,"A"
+"-Bill Madlock",379,106,10,38,60,30,14,6207,1906,146,859,803,571,"N","W",72,170,24,850,"N"
+"-Bobby Meacham",161,36,0,19,10,17,4,1053,244,3,156,86,107,"A","E",70,149,12,NA,"A"
+"-Bob Melvin",268,60,5,24,25,15,2,350,78,5,34,29,18,"N","W",442,59,6,90,"N"
+"-Ben Oglivie",346,98,5,31,53,30,16,5913,1615,235,784,901,560,"A","E",0,0,0,NA,"A"
+"-Bip Roberts",241,61,1,34,12,14,1,241,61,1,34,12,14,"N","W",166,172,10,NA,"N"
+"-BillyJo Robidoux",181,41,1,15,21,33,2,232,50,4,20,29,45,"A","E",326,29,5,67.5,"A"
+"-Bill Russell",216,54,0,21,18,15,18,7318,1926,46,796,627,483,"N","W",103,84,5,NA,"N"
+"-Billy Sample",200,57,6,23,14,14,9,2516,684,46,371,230,195,"N","W",69,1,1,NA,"N"
+"-Bill Schroeder",217,46,7,32,19,9,4,694,160,32,86,76,32,"A","E",307,25,1,180,"A"
+"-Butch Wynegar",194,40,7,19,29,30,11,4183,1069,64,486,493,608,"A","E",325,22,2,NA,"A"
+"-Chris Bando",254,68,2,28,26,22,6,999,236,21,108,117,118,"A","E",359,30,4,305,"A"
+"-Chris Brown",416,132,7,57,49,33,3,932,273,24,113,121,80,"N","W",73,177,18,215,"N"
+"-Carmen Castillo",205,57,8,34,32,9,5,756,192,32,117,107,51,"A","E",58,4,4,247.5,"A"
+"-Cecil Cooper",542,140,12,46,75,41,16,7099,2130,235,987,1089,431,"A","E",697,61,9,NA,"A"
+"-Chili Davis",526,146,13,71,70,84,6,2648,715,77,352,342,289,"N","W",303,9,9,815,"N"
+"-Carlton Fisk",457,101,14,42,63,22,17,6521,1767,281,1003,977,619,"A","W",389,39,4,875,"A"
+"-Curt Ford",214,53,2,30,29,23,2,226,59,2,32,32,27,"N","E",109,7,3,70,"N"
+"-Cliff Johnson",19,7,0,1,2,1,4,41,13,1,3,4,4,"A","E",0,0,0,NA,"A"
+"-Carney Lansford",591,168,19,80,72,39,9,4478,1307,113,634,563,319,"A","W",67,147,4,1200,"A"
+"-Chet Lemon",403,101,12,45,53,39,12,5150,1429,166,747,666,526,"A","E",316,6,5,675,"A"
+"-Candy Maldonado",405,102,18,49,85,20,6,950,231,29,99,138,64,"N","W",161,10,3,415,"N"
+"-Carmelo Martinez",244,58,9,28,25,35,4,1335,333,49,164,179,194,"N","W",142,14,2,340,"N"
+"-Charlie Moore",235,61,3,24,39,21,14,3926,1029,35,441,401,333,"A","E",425,43,4,NA,"A"
+"-Craig Reynolds",313,78,6,32,41,12,12,3742,968,35,409,321,170,"N","W",106,206,7,416.667,"N"
+"-Cal Ripken",627,177,25,98,81,70,6,3210,927,133,529,472,313,"A","E",240,482,13,1350,"A"
+"-Cory Snyder",416,113,24,58,69,16,1,416,113,24,58,69,16,"A","E",203,70,10,90,"A"
+"-Chris Speier",155,44,6,21,23,15,16,6631,1634,98,698,661,777,"N","E",53,88,3,275,"N"
+"-Curt Wilkerson",236,56,0,27,15,11,4,1115,270,1,116,64,57,"A","W",125,199,13,230,"A"
+"-Dave Anderson",216,53,1,31,15,22,4,926,210,9,118,69,114,"N","W",73,152,11,225,"N"
+"-Doug Baker",24,3,0,1,0,2,3,159,28,0,20,12,9,"A","W",80,4,0,NA,"A"
+"-Don Baylor",585,139,31,93,94,62,17,7546,1982,315,1141,1179,727,"A","E",0,0,0,950,"A"
+"-Dann Bilardello",191,37,4,12,17,14,4,773,163,16,61,74,52,"N","E",391,38,8,NA,"N"
+"-Daryl Boston",199,53,5,29,22,21,3,514,120,8,57,40,39,"A","W",152,3,5,75,"A"
+"-Darnell Coles",521,142,20,67,86,45,4,815,205,22,99,103,78,"A","E",107,242,23,105,"A"
+"-Dave Collins",419,113,1,44,27,44,12,4484,1231,32,612,344,422,"A","E",211,2,1,NA,"A"
+"-Dave Concepcion",311,81,3,42,30,26,17,8247,2198,100,950,909,690,"N","W",153,223,10,320,"N"
+"-Darren Daulton",138,31,8,18,21,38,3,244,53,12,33,32,55,"N","E",244,21,4,NA,"N"
+"-Doug DeCinces",512,131,26,69,96,52,14,5347,1397,221,712,815,548,"A","W",119,216,12,850,"A"
+"-Darrell Evans",507,122,29,78,85,91,18,7761,1947,347,1175,1152,1380,"A","E",808,108,2,535,"A"
+"-Dwight Evans",529,137,26,86,97,97,15,6661,1785,291,1082,949,989,"A","E",280,10,5,933.333,"A"
+"-Damaso Garcia",424,119,6,57,46,13,9,3651,1046,32,461,301,112,"A","E",224,286,8,850,"N"
+"-Dan Gladden",351,97,4,55,29,39,4,1258,353,16,196,110,117,"N","W",226,7,3,210,"A"
+"-Danny Heep",195,55,5,24,33,30,8,1313,338,25,144,149,153,"N","E",83,2,1,NA,"N"
+"-Dave Henderson",388,103,15,59,47,39,6,2174,555,80,285,274,186,"A","W",182,9,4,325,"A"
+"-Donnie Hill",339,96,4,37,29,23,4,1064,290,11,123,108,55,"A","W",104,213,9,275,"A"
+"-Dave Kingman",561,118,35,70,94,33,16,6677,1575,442,901,1210,608,"A","W",463,32,8,NA,"A"
+"-Davey Lopes",255,70,7,49,35,43,15,6311,1661,154,1019,608,820,"N","E",51,54,8,450,"N"
+"-Don Mattingly",677,238,31,117,113,53,5,2223,737,93,349,401,171,"A","E",1377,100,6,1975,"A"
+"-Darryl Motley",227,46,7,23,20,12,5,1325,324,44,156,158,67,"A","W",92,2,2,NA,"A"
+"-Dale Murphy",614,163,29,89,83,75,11,5017,1388,266,813,822,617,"N","W",303,6,6,1900,"N"
+"-Dwayne Murphy",329,83,9,50,39,56,9,3828,948,145,575,528,635,"A","W",276,6,2,600,"A"
+"-Dave Parker",637,174,31,89,116,56,14,6727,2024,247,978,1093,495,"N","W",278,9,9,1041.667,"N"
+"-Dan Pasqua",280,82,16,44,45,47,2,428,113,25,61,70,63,"A","E",148,4,2,110,"A"
+"-Darrell Porter",155,41,12,21,29,22,16,5409,1338,181,746,805,875,"A","W",165,9,1,260,"A"
+"-Dick Schofield",458,114,13,67,57,48,4,1350,298,28,160,123,122,"A","W",246,389,18,475,"A"
+"-Don Slaught",314,83,13,39,46,16,5,1457,405,28,156,159,76,"A","W",533,40,4,431.5,"A"
+"-Darryl Strawberry",475,123,27,76,93,72,4,1810,471,108,292,343,267,"N","E",226,10,6,1220,"N"
+"-Dale Sveum",317,78,7,35,35,32,1,317,78,7,35,35,32,"A","E",45,122,26,70,"A"
+"-Danny Tartabull",511,138,25,76,96,61,3,592,164,28,87,110,71,"A","W",157,7,8,145,"A"
+"-Dickie Thon",278,69,3,24,21,29,8,2079,565,32,258,192,162,"N","W",142,210,10,NA,"N"
+"-Denny Walling",382,119,13,54,58,36,12,2133,594,41,287,294,227,"N","W",59,156,9,595,"N"
+"-Dave Winfield",565,148,24,90,104,77,14,7287,2083,305,1135,1234,791,"A","E",292,9,5,1861.46,"A"
+"-Enos Cabell",277,71,2,27,29,14,15,5952,1647,60,753,596,259,"N","W",360,32,5,NA,"N"
+"-Eric Davis",415,115,27,97,71,68,3,711,184,45,156,119,99,"N","W",274,2,7,300,"N"
+"-Eddie Milner",424,110,15,70,47,36,7,2130,544,38,335,174,258,"N","W",292,6,3,490,"N"
+"-Eddie Murray",495,151,17,61,84,78,10,5624,1679,275,884,1015,709,"A","E",1045,88,13,2460,"A"
+"-Ernest Riles",524,132,9,69,47,54,2,972,260,14,123,92,90,"A","E",212,327,20,NA,"A"
+"-Ed Romero",233,49,2,41,23,18,8,1350,336,7,166,122,106,"A","E",102,132,10,375,"A"
+"-Ernie Whitt",395,106,16,48,56,35,10,2303,571,86,266,323,248,"A","E",709,41,7,NA,"A"
+"-Fred Lynn",397,114,23,67,67,53,13,5589,1632,241,906,926,716,"A","E",244,2,4,NA,"A"
+"-Floyd Rayford",210,37,8,15,19,15,6,994,244,36,107,114,53,"A","E",40,115,15,NA,"A"
+"-Franklin Stubbs",420,95,23,55,58,37,3,646,139,31,77,77,61,"N","W",206,10,7,NA,"N"
+"-Frank White",566,154,22,76,84,43,14,6100,1583,131,743,693,300,"A","W",316,439,10,750,"A"
+"-George Bell",641,198,31,101,108,41,5,2129,610,92,297,319,117,"A","E",269,17,10,1175,"A"
+"-Glenn Braggs",215,51,4,19,18,11,1,215,51,4,19,18,11,"A","E",116,5,12,70,"A"
+"-George Brett",441,128,16,70,73,80,14,6675,2095,209,1072,1050,695,"A","W",97,218,16,1500,"A"
+"-Greg Brock",325,76,16,33,52,37,5,1506,351,71,195,219,214,"N","W",726,87,3,385,"A"
+"-Gary Carter",490,125,24,81,105,62,13,6063,1646,271,847,999,680,"N","E",869,62,8,1925.571,"N"
+"-Glenn Davis",574,152,31,91,101,64,3,985,260,53,148,173,95,"N","W",1253,111,11,215,"N"
+"-George Foster",284,64,14,30,42,24,18,7023,1925,348,986,1239,666,"N","E",96,4,4,NA,"N"
+"-Gary Gaetti",596,171,34,91,108,52,6,2862,728,107,361,401,224,"A","W",118,334,21,900,"A"
+"-Greg Gagne",472,118,12,63,54,30,4,793,187,14,102,80,50,"A","W",228,377,26,155,"A"
+"-George Hendrick",283,77,14,45,47,26,16,6840,1910,259,915,1067,546,"A","W",144,6,5,700,"A"
+"-Glenn Hubbard",408,94,4,42,36,66,9,3573,866,59,429,365,410,"N","W",282,487,19,535,"N"
+"-Garth Iorg",327,85,3,30,44,20,8,2140,568,16,216,208,93,"A","E",91,185,12,362.5,"A"
+"-Gary Matthews",370,96,21,49,46,60,15,6986,1972,231,1070,955,921,"N","E",137,5,9,733.333,"N"
+"-Graig Nettles",354,77,16,36,55,41,20,8716,2172,384,1172,1267,1057,"N","W",83,174,16,200,"N"
+"-Gary Pettis",539,139,5,93,58,69,5,1469,369,12,247,126,198,"A","W",462,9,7,400,"A"
+"-Gary Redus",340,84,11,62,33,47,5,1516,376,42,284,141,219,"N","E",185,8,4,400,"A"
+"-Garry Templeton",510,126,2,42,44,35,11,5562,1578,44,703,519,256,"N","W",207,358,20,737.5,"N"
+"-Gorman Thomas",315,59,16,45,36,58,13,4677,1051,268,681,782,697,"A","W",0,0,0,NA,"A"
+"-Greg Walker",282,78,13,37,51,29,5,1649,453,73,211,280,138,"A","W",670,57,5,500,"A"
+"-Gary Ward",380,120,5,54,51,31,8,3118,900,92,444,419,240,"A","W",237,8,1,600,"A"
+"-Glenn Wilson",584,158,15,70,84,42,5,2358,636,58,265,316,134,"N","E",331,20,4,662.5,"N"
+"-Harold Baines",570,169,21,72,88,38,7,3754,1077,140,492,589,263,"A","W",295,15,5,950,"A"
+"-Hubie Brooks",306,104,14,50,58,25,7,2954,822,55,313,377,187,"N","E",116,222,15,750,"N"
+"-Howard Johnson",220,54,10,30,39,31,5,1185,299,40,145,154,128,"N","E",50,136,20,297.5,"N"
+"-Hal McRae",278,70,7,22,37,18,18,7186,2081,190,935,1088,643,"A","W",0,0,0,325,"A"
+"-Harold Reynolds",445,99,1,46,24,29,4,618,129,1,72,31,48,"A","W",278,415,16,87.5,"A"
+"-Harry Spilman",143,39,5,18,30,15,9,639,151,16,80,97,61,"N","W",138,15,1,175,"N"
+"-Herm Winningham",185,40,4,23,11,18,3,524,125,7,58,37,47,"N","E",97,2,2,90,"N"
+"-Jesse Barfield",589,170,40,107,108,69,6,2325,634,128,371,376,238,"A","E",368,20,3,1237.5,"A"
+"-Juan Beniquez",343,103,6,48,36,40,15,4338,1193,70,581,421,325,"A","E",211,56,13,430,"A"
+"-Juan Bonilla",284,69,1,33,18,25,5,1407,361,6,139,98,111,"A","E",122,140,5,NA,"N"
+"-John Cangelosi",438,103,2,65,32,71,2,440,103,2,67,32,71,"A","W",276,7,9,100,"N"
+"-Jose Canseco",600,144,33,85,117,65,2,696,173,38,101,130,69,"A","W",319,4,14,165,"A"
+"-Joe Carter",663,200,29,108,121,32,4,1447,404,57,210,222,68,"A","E",241,8,6,250,"A"
+"-Jack Clark",232,55,9,34,23,45,12,4405,1213,194,702,705,625,"N","E",623,35,3,1300,"N"
+"-Jose Cruz",479,133,10,48,72,55,17,7472,2147,153,980,1032,854,"N","W",237,5,4,773.333,"N"
+"-Julio Cruz",209,45,0,38,19,42,10,3859,916,23,557,279,478,"A","W",132,205,5,NA,"A"
+"-Jody Davis",528,132,21,61,74,41,6,2641,671,97,273,383,226,"N","E",885,105,8,1008.333,"N"
+"-Jim Dwyer",160,39,8,18,31,22,14,2128,543,56,304,268,298,"A","E",33,3,0,275,"A"
+"-Julio Franco",599,183,10,80,74,32,5,2482,715,27,330,326,158,"A","E",231,374,18,775,"A"
+"-Jim Gantner",497,136,7,58,38,26,11,3871,1066,40,450,367,241,"A","E",304,347,10,850,"A"
+"-Johnny Grubb",210,70,13,32,51,28,15,4040,1130,97,544,462,551,"A","E",0,0,0,365,"A"
+"-Jerry Hairston",225,61,5,32,26,26,11,1568,408,25,202,185,257,"A","W",132,9,0,NA,"A"
+"-Jack Howell",151,41,4,26,21,19,2,288,68,9,45,39,35,"A","W",28,56,2,95,"A"
+"-John Kruk",278,86,4,33,38,45,1,278,86,4,33,38,45,"N","W",102,4,2,110,"N"
+"-Jeffrey Leonard",341,95,6,48,42,20,10,2964,808,81,379,428,221,"N","W",158,4,5,100,"N"
+"-Jim Morrison",537,147,23,58,88,47,10,2744,730,97,302,351,174,"N","E",92,257,20,277.5,"N"
+"-John Moses",399,102,3,56,34,34,5,670,167,4,89,48,54,"A","W",211,9,3,80,"A"
+"-Jerry Mumphrey",309,94,5,37,32,26,13,4618,1330,57,616,522,436,"N","E",161,3,3,600,"N"
+"-Joe Orsulak",401,100,2,60,19,28,4,876,238,2,126,44,55,"N","E",193,11,4,NA,"N"
+"-Jorge Orta",336,93,9,35,46,23,15,5779,1610,128,730,741,497,"A","W",0,0,0,NA,"A"
+"-Jim Presley",616,163,27,83,107,32,3,1437,377,65,181,227,82,"A","W",110,308,15,200,"A"
+"-Jamie Quirk",219,47,8,24,26,17,12,1188,286,23,100,125,63,"A","W",260,58,4,NA,"A"
+"-Johnny Ray",579,174,7,67,78,58,6,3053,880,32,366,337,218,"N","E",280,479,5,657,"N"
+"-Jeff Reed",165,39,2,13,9,16,3,196,44,2,18,10,18,"A","W",332,19,2,75,"N"
+"-Jim Rice",618,200,20,98,110,62,13,7127,2163,351,1104,1289,564,"A","E",330,16,8,2412.5,"A"
+"-Jerry Royster",257,66,5,31,26,32,14,3910,979,33,518,324,382,"N","W",87,166,14,250,"A"
+"-John Russell",315,76,13,35,60,25,3,630,151,24,68,94,55,"N","E",498,39,13,155,"N"
+"-Juan Samuel",591,157,16,90,78,26,4,2020,541,52,310,226,91,"N","E",290,440,25,640,"N"
+"-John Shelby",404,92,11,54,49,18,6,1354,325,30,188,135,63,"A","E",222,5,5,300,"A"
+"-Joel Skinner",315,73,5,23,37,16,4,450,108,6,38,46,28,"A","W",227,15,3,110,"A"
+"-Jeff Stone",249,69,6,32,19,20,4,702,209,10,97,48,44,"N","E",103,8,2,NA,"N"
+"-Jim Sundberg",429,91,12,41,42,57,13,5590,1397,83,578,579,644,"A","W",686,46,4,825,"N"
+"-Jim Traber",212,54,13,28,44,18,2,233,59,13,31,46,20,"A","E",243,23,5,NA,"A"
+"-Jose Uribe",453,101,3,46,43,61,3,948,218,6,96,72,91,"N","W",249,444,16,195,"N"
+"-Jerry Willard",161,43,4,17,26,22,3,707,179,21,77,99,76,"A","W",300,12,2,NA,"A"
+"-Joel Youngblood",184,47,5,20,28,18,11,3327,890,74,419,382,304,"N","W",49,2,0,450,"N"
+"-Kevin Bass",591,184,20,83,79,38,5,1689,462,40,219,195,82,"N","W",303,12,5,630,"N"
+"-Kal Daniels",181,58,6,34,23,22,1,181,58,6,34,23,22,"N","W",88,0,3,86.5,"N"
+"-Kirk Gibson",441,118,28,84,86,68,8,2723,750,126,433,420,309,"A","E",190,2,2,1300,"A"
+"-Ken Griffey",490,150,21,69,58,35,14,6126,1839,121,983,707,600,"A","E",96,5,3,1000,"N"
+"-Keith Hernandez",551,171,13,94,83,94,13,6090,1840,128,969,900,917,"N","E",1199,149,5,1800,"N"
+"-Kent Hrbek",550,147,29,85,91,71,6,2816,815,117,405,474,319,"A","W",1218,104,10,1310,"A"
+"-Ken Landreaux",283,74,4,34,29,22,10,3919,1062,85,505,456,283,"N","W",145,5,7,737.5,"N"
+"-Kevin McReynolds",560,161,26,89,96,66,4,1789,470,65,233,260,155,"N","W",332,9,8,625,"N"
+"-Kevin Mitchell",328,91,12,51,43,33,2,342,94,12,51,44,33,"N","E",145,59,8,125,"N"
+"-Keith Moreland",586,159,12,72,79,53,9,3082,880,83,363,477,295,"N","E",181,13,4,1043.333,"N"
+"-Ken Oberkfell",503,136,5,62,48,83,10,3423,970,20,408,303,414,"N","W",65,258,8,725,"N"
+"-Ken Phelps",344,85,24,69,64,88,7,911,214,64,150,156,187,"A","W",0,0,0,300,"A"
+"-Kirby Puckett",680,223,31,119,96,34,3,1928,587,35,262,201,91,"A","W",429,8,6,365,"A"
+"-Kurt Stillwell",279,64,0,31,26,30,1,279,64,0,31,26,30,"N","W",107,205,16,75,"N"
+"-Leon Durham",484,127,20,66,65,67,7,3006,844,116,436,458,377,"N","E",1231,80,7,1183.333,"N"
+"-Len Dykstra",431,127,8,77,45,58,2,667,187,9,117,64,88,"N","E",283,8,3,202.5,"N"
+"-Larry Herndon",283,70,8,33,37,27,12,4479,1222,94,557,483,307,"A","E",156,2,2,225,"A"
+"-Lee Lacy",491,141,11,77,47,37,15,4291,1240,84,615,430,340,"A","E",239,8,2,525,"A"
+"-Len Matuszek",199,52,9,26,28,21,6,805,191,30,113,119,87,"N","W",235,22,5,265,"N"
+"-Lloyd Moseby",589,149,21,89,86,64,7,3558,928,102,513,471,351,"A","E",371,6,6,787.5,"A"
+"-Lance Parrish",327,84,22,53,62,38,10,4273,1123,212,577,700,334,"A","E",483,48,6,800,"N"
+"-Larry Parrish",464,128,28,67,94,52,13,5829,1552,210,740,840,452,"A","W",0,0,0,587.5,"A"
+"-Luis Rivera",166,34,0,20,13,17,1,166,34,0,20,13,17,"N","E",64,119,9,NA,"N"
+"-Larry Sheets",338,92,18,42,60,21,3,682,185,36,88,112,50,"A","E",0,0,0,145,"A"
+"-Lonnie Smith",508,146,8,80,44,46,9,3148,915,41,571,289,326,"A","W",245,5,9,NA,"A"
+"-Lou Whitaker",584,157,20,95,73,63,10,4704,1320,93,724,522,576,"A","E",276,421,11,420,"A"
+"-Mike Aldrete",216,54,2,27,25,33,1,216,54,2,27,25,33,"N","W",317,36,1,75,"N"
+"-Marty Barrett",625,179,4,94,60,65,5,1696,476,12,216,163,166,"A","E",303,450,14,575,"A"
+"-Mike Brown",243,53,4,18,26,27,4,853,228,23,101,110,76,"N","E",107,3,3,NA,"N"
+"-Mike Davis",489,131,19,77,55,34,7,2051,549,62,300,263,153,"A","W",310,9,9,780,"A"
+"-Mike Diaz",209,56,12,22,36,19,2,216,58,12,24,37,19,"N","E",201,6,3,90,"N"
+"-Mariano Duncan",407,93,8,47,30,30,2,969,230,14,121,69,68,"N","W",172,317,25,150,"N"
+"-Mike Easler",490,148,14,64,78,49,13,3400,1000,113,445,491,301,"A","E",0,0,0,700,"N"
+"-Mike Fitzgerald",209,59,6,20,37,27,4,884,209,14,66,106,92,"N","E",415,35,3,NA,"N"
+"-Mel Hall",442,131,18,68,77,33,6,1416,398,47,210,203,136,"A","E",233,7,7,550,"A"
+"-Mickey Hatcher",317,88,3,40,32,19,8,2543,715,28,269,270,118,"A","W",220,16,4,NA,"A"
+"-Mike Heath",288,65,8,30,36,27,9,2815,698,55,315,325,189,"N","E",259,30,10,650,"A"
+"-Mike Kingery",209,54,3,25,14,12,1,209,54,3,25,14,12,"A","W",102,6,3,68,"A"
+"-Mike LaValliere",303,71,3,18,30,36,3,344,76,3,20,36,45,"N","E",468,47,6,100,"N"
+"-Mike Marshall",330,77,19,47,53,27,6,1928,516,90,247,288,161,"N","W",149,8,6,670,"N"
+"-Mike Pagliarulo",504,120,28,71,71,54,3,1085,259,54,150,167,114,"A","E",103,283,19,175,"A"
+"-Mark Salas",258,60,8,28,33,18,3,638,170,17,80,75,36,"A","W",358,32,8,137,"A"
+"-Mike Schmidt",20,1,0,0,0,0,2,41,9,2,6,7,4,"N","E",78,220,6,2127.333,"N"
+"-Mike Scioscia",374,94,5,36,26,62,7,1968,519,26,181,199,288,"N","W",756,64,15,875,"N"
+"-Mickey Tettleton",211,43,10,26,35,39,3,498,116,14,59,55,78,"A","W",463,32,8,120,"A"
+"-Milt Thompson",299,75,6,38,23,26,3,580,160,8,71,33,44,"N","E",212,1,2,140,"N"
+"-Mitch Webster",576,167,8,89,49,57,4,822,232,19,132,83,79,"N","E",325,12,8,210,"N"
+"-Mookie Wilson",381,110,9,61,45,32,7,3015,834,40,451,249,168,"N","E",228,7,5,800,"N"
+"-Marvell Wynne",288,76,7,34,37,15,4,1644,408,16,198,120,113,"N","W",203,3,3,240,"N"
+"-Mike Young",369,93,9,43,42,49,5,1258,323,54,181,177,157,"A","E",149,1,6,350,"A"
+"-Nick Esasky",330,76,12,35,41,47,4,1367,326,55,167,198,167,"N","W",512,30,5,NA,"N"
+"-Ozzie Guillen",547,137,2,58,47,12,2,1038,271,3,129,80,24,"A","W",261,459,22,175,"A"
+"-Oddibe McDowell",572,152,18,105,49,65,2,978,249,36,168,91,101,"A","W",325,13,3,200,"A"
+"-Omar Moreno",359,84,4,46,27,21,12,4992,1257,37,699,386,387,"N","W",151,8,5,NA,"N"
+"-Ozzie Smith",514,144,0,67,54,79,9,4739,1169,13,583,374,528,"N","E",229,453,15,1940,"N"
+"-Ozzie Virgil",359,80,15,45,48,63,7,1493,359,61,176,202,175,"N","W",682,93,13,700,"N"
+"-Phil Bradley",526,163,12,88,50,77,4,1556,470,38,245,167,174,"A","W",250,11,1,750,"A"
+"-Phil Garner",313,83,9,43,41,30,14,5885,1543,104,751,714,535,"N","W",58,141,23,450,"N"
+"-Pete Incaviglia",540,135,30,82,88,55,1,540,135,30,82,88,55,"A","W",157,6,14,172,"A"
+"-Paul Molitor",437,123,9,62,55,40,9,4139,1203,79,676,390,364,"A","E",82,170,15,1260,"A"
+"-Pete O'Brien",551,160,23,86,90,87,5,2235,602,75,278,328,273,"A","W",1224,115,11,NA,"A"
+"-Pete Rose",237,52,0,15,25,30,24,14053,4256,160,2165,1314,1566,"N","W",523,43,6,750,"N"
+"-Pat Sheridan",236,56,6,41,19,21,5,1257,329,24,166,125,105,"A","E",172,1,4,190,"A"
+"-Pat Tabler",473,154,6,61,48,29,6,1966,566,29,250,252,178,"A","E",846,84,9,580,"A"
+"-Rafael Belliard",309,72,0,33,31,26,5,354,82,0,41,32,26,"N","E",117,269,12,130,"N"
+"-Rick Burleson",271,77,5,35,29,33,12,4933,1358,48,630,435,403,"A","W",62,90,3,450,"A"
+"-Randy Bush",357,96,7,50,45,39,5,1394,344,43,178,192,136,"A","W",167,2,4,300,"A"
+"-Rick Cerone",216,56,4,22,18,15,12,2796,665,43,266,304,198,"A","E",391,44,4,250,"A"
+"-Ron Cey",256,70,13,42,36,44,16,7058,1845,312,965,1128,990,"N","E",41,118,8,1050,"A"
+"-Rob Deer",466,108,33,75,86,72,3,652,142,44,102,109,102,"A","E",286,8,8,215,"A"
+"-Rick Dempsey",327,68,13,42,29,45,18,3949,939,78,438,380,466,"A","E",659,53,7,400,"A"
+"-Rich Gedman",462,119,16,49,65,37,7,2131,583,69,244,288,150,"A","E",866,65,6,NA,"A"
+"-Ron Hassey",341,110,9,45,49,46,9,2331,658,50,249,322,274,"A","E",251,9,4,560,"A"
+"-Rickey Henderson",608,160,28,130,74,89,8,4071,1182,103,862,417,708,"A","E",426,4,6,1670,"A"
+"-Reggie Jackson",419,101,18,65,58,92,20,9528,2510,548,1509,1659,1342,"A","W",0,0,0,487.5,"A"
+"-Ricky Jones",33,6,0,2,4,7,1,33,6,0,2,4,7,"A","W",205,5,4,NA,"A"
+"-Ron Kittle",376,82,21,42,60,35,5,1770,408,115,238,299,157,"A","W",0,0,0,425,"A"
+"-Ray Knight",486,145,11,51,76,40,11,3967,1102,67,410,497,284,"N","E",88,204,16,500,"A"
+"-Randy Kutcher",186,44,7,28,16,11,1,186,44,7,28,16,11,"N","W",99,3,1,NA,"N"
+"-Rudy Law",307,80,1,42,36,29,7,2421,656,18,379,198,184,"A","W",145,2,2,NA,"A"
+"-Rick Leach",246,76,5,35,39,13,6,912,234,12,102,96,80,"A","E",44,0,1,250,"A"
+"-Rick Manning",205,52,8,31,27,17,12,5134,1323,56,643,445,459,"A","E",155,3,2,400,"A"
+"-Rance Mulliniks",348,90,11,50,45,43,10,2288,614,43,295,273,269,"A","E",60,176,6,450,"A"
+"-Ron Oester",523,135,8,52,44,52,9,3368,895,39,377,284,296,"N","W",367,475,19,750,"N"
+"-Rey Quinones",312,68,2,32,22,24,1,312,68,2,32,22,24,"A","E",86,150,15,70,"A"
+"-Rafael Ramirez",496,119,8,57,33,21,7,3358,882,36,365,280,165,"N","W",155,371,29,875,"N"
+"-Ronn Reynolds",126,27,3,8,10,5,4,239,49,3,16,13,14,"N","E",190,2,9,190,"N"
+"-Ron Roenicke",275,68,5,42,42,61,6,961,238,16,128,104,172,"N","E",181,3,2,191,"N"
+"-Ryne Sandberg",627,178,14,68,76,46,6,3146,902,74,494,345,242,"N","E",309,492,5,740,"N"
+"-Rafael Santana",394,86,1,38,28,36,4,1089,267,3,94,71,76,"N","E",203,369,16,250,"N"
+"-Rick Schu",208,57,8,32,25,18,3,653,170,17,98,54,62,"N","E",42,94,13,140,"N"
+"-Ruben Sierra",382,101,16,50,55,22,1,382,101,16,50,55,22,"A","W",200,7,6,97.5,"A"
+"-Roy Smalley",459,113,20,59,57,68,12,5348,1369,155,713,660,735,"A","W",0,0,0,740,"A"
+"-Robby Thompson",549,149,7,73,47,42,1,549,149,7,73,47,42,"N","W",255,450,17,140,"N"
+"-Rob Wilfong",288,63,3,25,33,16,10,2682,667,38,315,259,204,"A","W",135,257,7,341.667,"A"
+"-Reggie Williams",303,84,4,35,32,23,2,312,87,4,39,32,23,"N","W",179,5,3,NA,"N"
+"-Robin Yount",522,163,9,82,46,62,13,7037,2019,153,1043,827,535,"A","E",352,9,1,1000,"A"
+"-Steve Balboni",512,117,29,54,88,43,6,1750,412,100,204,276,155,"A","W",1236,98,18,100,"A"
+"-Scott Bradley",220,66,5,20,28,13,3,290,80,5,27,31,15,"A","W",281,21,3,90,"A"
+"-Sid Bream",522,140,16,73,77,60,4,730,185,22,93,106,86,"N","E",1320,166,17,200,"N"
+"-Steve Buechele",461,112,18,54,54,35,2,680,160,24,76,75,49,"A","W",111,226,11,135,"A"
+"-Shawon Dunston",581,145,17,66,68,21,2,831,210,21,106,86,40,"N","E",320,465,32,155,"N"
+"-Scott Fletcher",530,159,3,82,50,47,6,1619,426,11,218,149,163,"A","W",196,354,15,475,"A"
+"-Steve Garvey",557,142,21,58,81,23,18,8759,2583,271,1138,1299,478,"N","W",1160,53,7,1450,"N"
+"-Steve Jeltz",439,96,0,44,36,65,4,711,148,1,68,56,99,"N","E",229,406,22,150,"N"
+"-Steve Lombardozzi",453,103,8,53,33,52,2,507,123,8,63,39,58,"A","W",289,407,6,105,"A"
+"-Spike Owen",528,122,1,67,45,51,4,1716,403,12,211,146,155,"A","W",209,372,17,350,"A"
+"-Steve Sax",633,210,6,91,56,59,6,3070,872,19,420,230,274,"N","W",367,432,16,90,"N"
+"-Tony Armas",16,2,0,1,0,0,2,28,4,0,1,0,0,"A","E",247,4,8,NA,"A"
+"-Tony Bernazard",562,169,17,88,73,53,8,3181,841,61,450,342,373,"A","E",351,442,17,530,"A"
+"-Tom Brookens",281,76,3,42,25,20,8,2658,657,48,324,300,179,"A","E",106,144,7,341.667,"A"
+"-Tom Brunansky",593,152,23,69,75,53,6,2765,686,133,369,384,321,"A","W",315,10,6,940,"A"
+"-Tony Fernandez",687,213,10,91,65,27,4,1518,448,15,196,137,89,"A","E",294,445,13,350,"A"
+"-Tim Flannery",368,103,3,48,28,54,8,1897,493,9,207,162,198,"N","W",209,246,3,326.667,"N"
+"-Tom Foley",263,70,1,26,23,30,4,888,220,9,83,82,86,"N","E",81,147,4,250,"N"
+"-Tony Gwynn",642,211,14,107,59,52,5,2364,770,27,352,230,193,"N","W",337,19,4,740,"N"
+"-Terry Harper",265,68,8,26,30,29,7,1337,339,32,135,163,128,"N","W",92,5,3,425,"A"
+"-Toby Harrah",289,63,7,36,41,44,17,7402,1954,195,1115,919,1153,"A","W",166,211,7,NA,"A"
+"-Tommy Herr",559,141,2,48,61,73,8,3162,874,16,421,349,359,"N","E",352,414,9,925,"N"
+"-Tim Hulett",520,120,17,53,44,21,4,927,227,22,106,80,52,"A","W",70,144,11,185,"A"
+"-Terry Kennedy",19,4,1,2,3,1,1,19,4,1,2,3,1,"N","W",692,70,8,920,"A"
+"-Tito Landrum",205,43,2,24,17,20,7,854,219,12,105,99,71,"N","E",131,6,1,286.667,"N"
+"-Tim Laudner",193,47,10,21,29,24,6,1136,256,42,129,139,106,"A","W",299,13,5,245,"A"
+"-Tom O'Malley",181,46,1,19,18,17,5,937,238,9,88,95,104,"A","E",37,98,9,NA,"A"
+"-Tom Paciorek",213,61,4,17,22,3,17,4061,1145,83,488,491,244,"A","W",178,45,4,235,"A"
+"-Tony Pena",510,147,10,56,52,53,7,2872,821,63,307,340,174,"N","E",810,99,18,1150,"N"
+"-Terry Pendleton",578,138,1,56,59,34,3,1399,357,7,149,161,87,"N","E",133,371,20,160,"N"
+"-Tony Perez",200,51,2,14,29,25,23,9778,2732,379,1272,1652,925,"N","W",398,29,7,NA,"N"
+"-Tony Phillips",441,113,5,76,52,76,5,1546,397,17,226,149,191,"A","W",160,290,11,425,"A"
+"-Terry Puhl",172,42,3,17,14,15,10,4086,1150,57,579,363,406,"N","W",65,0,0,900,"N"
+"-Tim Raines",580,194,9,91,62,78,8,3372,1028,48,604,314,469,"N","E",270,13,6,NA,"N"
+"-Ted Simmons",127,32,4,14,25,12,19,8396,2402,242,1048,1348,819,"N","W",167,18,6,500,"N"
+"-Tim Teufel",279,69,4,35,31,32,4,1359,355,31,180,148,158,"N","E",133,173,9,277.5,"N"
+"-Tim Wallach",480,112,18,50,71,44,7,3031,771,110,338,406,239,"N","E",94,270,16,750,"N"
+"-Vince Coleman",600,139,0,94,29,60,2,1236,309,1,201,69,110,"N","E",300,12,9,160,"N"
+"-Von Hayes",610,186,19,107,98,74,6,2728,753,69,399,366,286,"N","E",1182,96,13,1300,"N"
+"-Vance Law",360,81,5,37,44,37,7,2268,566,41,279,257,246,"N","E",170,284,3,525,"N"
+"-Wally Backman",387,124,1,67,27,36,7,1775,506,6,272,125,194,"N","E",186,290,17,550,"N"
+"-Wade Boggs",580,207,8,107,71,105,5,2778,978,32,474,322,417,"A","E",121,267,19,1600,"A"
+"-Will Clark",408,117,11,66,41,34,1,408,117,11,66,41,34,"N","W",942,72,11,120,"N"
+"-Wally Joyner",593,172,22,82,100,57,1,593,172,22,82,100,57,"A","W",1222,139,15,165,"A"
+"-Wayne Krenchicki",221,53,2,21,23,22,8,1063,283,15,107,124,106,"N","E",325,58,6,NA,"N"
+"-Willie McGee",497,127,7,65,48,37,5,2703,806,32,379,311,138,"N","E",325,9,3,700,"N"
+"-Willie Randolph",492,136,5,76,50,94,12,5511,1511,39,897,451,875,"A","E",313,381,20,875,"A"
+"-Wayne Tolleson",475,126,3,61,43,52,6,1700,433,7,217,93,146,"A","W",37,113,7,385,"A"
+"-Willie Upshaw",573,144,9,85,60,78,8,3198,857,97,470,420,332,"A","E",1314,131,12,960,"A"
+"-Willie Wilson",631,170,9,77,44,31,11,4908,1457,30,775,357,249,"A","W",408,4,3,1000,"A"
--- a/dataset/Income1.csv
+++ b/dataset/Income1.csv
@@ -0,0 +1,31 @@
+"","Education","Income"
+"1",10,26.6588387834389
+"2",10.4013377926421,27.3064353457772
+"3",10.8428093645485,22.1324101716143
+"4",11.2441471571906,21.1698405046065
+"5",11.6454849498328,15.1926335164307
+"6",12.0869565217391,26.3989510407284
+"7",12.4882943143813,17.435306578572
+"8",12.8896321070234,25.5078852305278
+"9",13.2909698996656,36.884594694235
+"10",13.7324414715719,39.666108747637
+"11",14.133779264214,34.3962805641312
+"12",14.5351170568562,41.4979935356871
+"13",14.9765886287625,44.9815748660704
+"14",15.3779264214047,47.039595257834
+"15",15.7792642140468,48.2525782901863
+"16",16.2207357859532,57.0342513373801
+"17",16.6220735785953,51.4909192102538
+"18",17.0234113712375,61.3366205527288
+"19",17.4648829431438,57.581988179306
+"20",17.866220735786,68.5537140185881
+"21",18.2675585284281,64.310925303692
+"22",18.7090301003344,68.9590086393083
+"23",19.1103678929766,74.6146392793647
+"24",19.5117056856187,71.8671953042483
+"25",19.9130434782609,76.098135379724
+"26",20.3545150501672,75.77521802986
+"27",20.7558528428094,72.4860553152424
+"28",21.1571906354515,77.3550205741877
+"29",21.5986622073579,72.1187904524136
+"30",22,80.2605705009016
--- a/dataset/Income2.csv
+++ b/dataset/Income2.csv
@@ -0,0 +1,31 @@
+"","Education","Seniority","Income"
+"1",21.5862068965517,113.103448275862,99.9171726114381
+"2",18.2758620689655,119.310344827586,92.579134855529
+"3",12.0689655172414,100.689655172414,34.6787271520874
+"4",17.0344827586207,187.586206896552,78.7028062353695
+"5",19.9310344827586,20,68.0099216471551
+"6",18.2758620689655,26.2068965517241,71.5044853814318
+"7",19.9310344827586,150.344827586207,87.9704669939115
+"8",21.1724137931034,82.0689655172414,79.8110298331255
+"9",20.3448275862069,88.2758620689655,90.00632710858
+"10",10,113.103448275862,45.6555294997364
+"11",13.7241379310345,51.0344827586207,31.9138079371295
+"12",18.6896551724138,144.137931034483,96.2829968022869
+"13",11.6551724137931,20,27.9825049000603
+"14",16.6206896551724,94.4827586206897,66.601792415137
+"15",10,187.586206896552,41.5319924201478
+"16",20.3448275862069,94.4827586206897,89.00070081522
+"17",14.1379310344828,20,28.8163007592387
+"18",16.6206896551724,44.8275862068966,57.6816942573605
+"19",16.6206896551724,175.172413793103,70.1050960424457
+"20",20.3448275862069,187.586206896552,98.8340115435447
+"21",18.2758620689655,100.689655172414,74.7046991976891
+"22",14.551724137931,137.931034482759,53.5321056283034
+"23",17.448275862069,94.4827586206897,72.0789236655191
+"24",10.4137931034483,32.4137931034483,18.5706650327685
+"25",21.5862068965517,20,78.8057842852386
+"26",11.2413793103448,44.8275862068966,21.388561306174
+"27",19.9310344827586,168.965517241379,90.8140351180409
+"28",11.6551724137931,57.2413793103448,22.6361626208955
+"29",12.0689655172414,32.4137931034483,17.613593041445
+"30",17.0344827586207,106.896551724138,74.6109601985289
--- a/dataset/NCI60_X.csv
+++ b/dataset/NCI60_X.csv
--- a/dataset/NCI60_y.csv
+++ b/dataset/NCI60_y.csv
@@ -0,0 +1,65 @@
+"","x"
+"1","CNS"
+"2","CNS"
+"3","CNS"
+"4","RENAL"
+"5","BREAST"
+"6","CNS"
+"7","CNS"
+"8","BREAST"
+"9","NSCLC"
+"10","NSCLC"
+"11","RENAL"
+"12","RENAL"
+"13","RENAL"
+"14","RENAL"
+"15","RENAL"
+"16","RENAL"
+"17","RENAL"
+"18","BREAST"
+"19","NSCLC"
+"20","RENAL"
+"21","UNKNOWN"
+"22","OVARIAN"
+"23","MELANOMA"
+"24","PROSTATE"
+"25","OVARIAN"
+"26","OVARIAN"
+"27","OVARIAN"
+"28","OVARIAN"
+"29","OVARIAN"
+"30","PROSTATE"
+"31","NSCLC"
+"32","NSCLC"
+"33","NSCLC"
+"34","LEUKEMIA"
+"35","K562B-repro"
+"36","K562A-repro"
+"37","LEUKEMIA"
+"38","LEUKEMIA"
+"39","LEUKEMIA"
+"40","LEUKEMIA"
+"41","LEUKEMIA"
+"42","COLON"
+"43","COLON"
+"44","COLON"
+"45","COLON"
+"46","COLON"
+"47","COLON"
+"48","COLON"
+"49","MCF7A-repro"
+"50","BREAST"
+"51","MCF7D-repro"
+"52","BREAST"
+"53","NSCLC"
+"54","NSCLC"
+"55","NSCLC"
+"56","MELANOMA"
+"57","BREAST"
+"58","BREAST"
+"59","MELANOMA"
+"60","MELANOMA"
+"61","MELANOMA"
+"62","MELANOMA"
+"63","MELANOMA"
+"64","MELANOMA"
--- a/dataset/Smarket.csv
+++ b/dataset/Smarket.csv
--- a/dataset/Wage.csv
+++ b/dataset/Wage.csv