autompg: Autompg Data Set

In coatless/ucidata: Collection of Datasets from the UC Irvine Machine Learning Repository

Autompg Data Set

Description

This dataset is a slightly modified version of the dataset provided in the StatLib library. In line with the use by Ross Quinlan (1993) in predicting the attribute "mpg", 8 of the original instances were removed because they had unknown values for the "mpg" attribute.

Usage

autompg

Format

A data frame with 398 observations on the following 9 variables.

• mpg: continuous

• cylinders: multi-valued discrete

• displacement: continuous

• horsepower: continuous

• weight: continuous

• acceleration: continuous

• model_year: multi-valued discrete

• origin: multi-valued discrete

• car_name: string (unique for each instance)

Source

This dataset was taken from the StatLib library which is maintained at Carnegie Mellon University. The dataset was used in the 1983 American Statistical Association Exposition.

References

https://archive.ics.uci.edu/ml/machine-learning-databases/auto-mpg/auto-mpg.names https://archive.ics.uci.edu/ml/datasets/auto+mpg

coatless/ucidata documentation built on Nov. 17, 2023, 9:19 a.m.