Auto MPG Data Set(汽车MPG数据局)
数据摘要：
Revid from CMU StatLib library, data concerns city-cycle fuel consumption
中文关键词：
机器学习，多变量，回归,UCI，汽车MPG,
英文关键词：
Machine Learning,MultiVarite,Regression,UCI,Auto MPG,
数据格式：
TEXT
数据用途：
Regression
数据详细介绍：
Auto MPG Data Set
Abstract: Revid from CMU StatLib library, data concerns city-cycle fuel consumption.
Source:
网络的负面影响This datat was taken from the StatLib library which is maintained at Carnegie Mellon University. The datat was ud in the 1983 American Statistical Association Exposition.
Data Set Information:
This datat is a slightly modified version of the datat provided in the StatLib library. In line with the u by Ross Quinlan (1993) in predicting the attribute "mpg", 8 of the original instances were removed becau they had unknown values for the "mpg" attribute. The original datat is available in the file "auto-mpg.data-original".
"The data concerns city-cycle fuel consumption in miles per gallon, to be predicted in terms of 3 multivalued discrete and 5 continuous attributes." (Quinlan, 1993)
Attribute Information:
1. mpg: continuous
2. cylinders: multi-valued discrete
3. displacement: continuous
4. horpower: continuous
5. weight: continuous
6. acceleration: continuous
7. model year: multi-valued discrete
8. origin: multi-valued discrete
9. car name: string (unique for each instance)
Relevant Papers:
Quinlan,R. (1993). Combining Instance-Bad and Model-Bad Learning. In Proceedings on the Tenth International Conference of Machine Learning, 236-243, University of Massachutts, Amherst. Morgan Kaufmann.
[Web Link]
数据预览：
18.0 8 307.0 130.0 3504. 12.0 70 1
"chevrolet chevelle malibu"
15.0 8 350.0 165.0 3693. 11.5 70 1 "buick skylark 320"
18.0 8 318.0 150.0 3436. 11.0 70 1
"plymouth satellite"
16.0 8 304.0 150.0 3433. 12.0 70 1 "amc rebel sst"
17.0 8 302.0 140.0 3449. 10.5 70 1 "ford torino"
15.0 8 429.0 198.0 4341. 10.0 70 1 "ford galaxie 500"
14.0 8 454.0 220.0 4354. 9.0 70 1
"chevrolet impala"
14.0 8 440.0 215.0 4312. 8.5 70 1
"plymouth fury iii"
14.0 8 455.0 225.0 4425. 10.0 70 1 "pontiac catalina"
15.0 8 390.0 190.0 3850. 8.5 70 1 "amc ambassador dpl"
15.0 8 383.0 170.0 3563. 10.0 70 1 "dodge challenger "
14.0 8 340.0 160.0 3609. 8.0 70 1
"plymouth 'cuda 340"
15.0 8 400.0 150.0 3761. 9.5 70 1
"chevrolet monte carlo"
14.0 8 455.0 225.0 3086. 10.0 70 1 "buick estate wagon (sw)"
24.0 4 113.0 95.00 2372. 15.0 70 3 "toyota corona mark ii"
22.0 6 198.0 95.00 2833. 15.5 70 1
"plymouth duster"
18.0 6 199.0 97.00 2774. 15.5 70 1 "amc hornet"
21.0 6 200.0 85.00 2587. 16.0 70 1 "ford maverick"
27.0 4 97.00 88.00 2130. 14.5 70 3 "datsun pl510"
26.0 4 97.00 46.00 1835. 20.5 70 2
"volkswagen 1131 deluxe dan"
25.0 4 110.0 87.00 2672. 17.5 70 2 "peugeot 504"
24.0 4 107.0 90.00 2430. 14.5 70 2 "audi 100 ls"
25.0 4 104.0 95.00 2375. 17.5 70 2 "saab
99e"
26.0 4 121.0 113.0 2234. 12.5 70 2 "bmw 2002"
21.0 6 199.0 90.00 2648. 15.0 70 1 "amc gremlin"
10.0 8 360.0 215.0 4615. 14.0 70 1 "ford
f250"
10.0 8 307.0 200.0 4376. 15.0 70 1 "chevy c20"
11.0 8 318.0 210.0 4382. 13.5 70 1 "dodge d200"
9.0 8 304.0 193.0 4732. 18.5 70 1 "hi 1200d"蒜苗做法
27.0 4 97.00 88.00 2130. 14.5 71 3 "datsun pl510"
战胜邪恶
28.0 4 140.0 90.00 2264. 15.5 71 1
"chevrolet vega 2300"
25.0 4 113.0 95.00 2228. 14.0 71 3 "toyota corona"
25.0 4 98.00 ? 2046. 19.0 71 1 "ford pinto"
19.0 6 232.0 100.0 2634. 13.0 71 1 "amc gremlin"
16.0 6 225.0 105.0 3439. 15.5 71 1
"plymouth satellite custom"
17.0 6 250.0 100.0 3329. 15.5 71 1
"chevrolet chevelle malibu"
19.0 6 250.0 88.00 3302. 15.5 71 1 "ford torino 500"
18.0 6 232.0 100.0 3288. 15.5 71 1 "amc matador"
14.0 8 350.0 165.0 4209. 12.0 71 1雅典娜图片
"chevrolet impala"
年终考核方案14.0 8 400.0 175.0 4464. 11.5 71 1 "pontiac catalina brougham"
14.0 8 351.0 153.0 4154. 13.5 71 1 "ford galaxie 500"
14.0 8 318.0 150.0 4096. 13.0 71 1
"plymouth fury iii"
12.0 8 383.0 180.0 4955. 11.5 71 1 "dodge monaco (sw)"
13.0 8 400.0 170.0 4746. 12.0 71 1 "ford country squire (sw)"
13.0 8 400.0 175.0 5140. 12.0 71 1 "pontiac safari (sw)"
18.0 6 258.0 110.0 2962. 13.5 71 1 "amc hornet sportabout (sw)"
22.0 4 140.0 72.00 2408. 19.0 71 1
"chevrolet vega (sw)"
19.0 6 250.0 100.0 3282. 15.0 71 1 "pontiac firebird"
18.0 6 250.0 88.00 3139. 14.5 71 1 "ford mustang"
23.0 4 122.0 86.00 2220. 14.0 71 1 "mercury capri 2000"
28.0 4 116.0 90.00 2123. 14.0 71 2 "opel 1900"
土豪什么意思
30.0 4 79.00 70.00 2074. 19.5 71 2 "peugeot 304"
30.0 4 88.00 76.00 2065. 14.5 71 2 "fiat 124b"
31.0 4 71.00 65.00 1773. 19.0 71 3 "toyota corolla 1200"
柴静事件35.0 4 72.00 69.00 1613. 18.0 71 3 "datsun 1200"
夜尿多吃什么好
27.0 4 97.00 60.00 1834. 19.0 71 2
"volkswagen model 111"
26.0 4 91.00 70.00 1955. 20.5 71 1
"plymouth cricket"
24.0 4 113.0 95.00 2278. 15.5 72 3 "toyota corona hardtop"
25.0 4 97.50 80.00 2126. 17.0 72 1 "dodge colt hardtop"
23.0 4 97.00 54.00 2254. 23.5 72 2
"volkswagen type 3"
