auto_mpg {ascentTraining}

Auto MPG Data Set

Description

Data concerns city-cycle fuel consumption - revised from CMU StatLib library.

Usage

auto_mpg

Format

A matrix containing 398 observations and 10 attributes.

mpg

Miles per gallon of the engine. Predictor attribute

cylinders

Number of cylinders in the engine

displacement

Engine displacement

horsepower

Horsepower of the car

weight

Weight of the car (lbs)

acceleration

Acceleration of the car (seconds taken for 0-60mph)

model_year

Model year of the car in the 1900s

origin

Car origin

make

Car manufacturer

car_name

Name of the car

Source

http://archive.ics.uci.edu/ml/datasets/Auto+MPG

References

Quinlan,R. (1993). Combining Instance-Based and Model-Based Learning. In Proceedings on the Tenth International Conference of Machine Learning, 236-243, University of Massachusetts, Amherst. Morgan Kaufmann.