Auto MPG
About
Revised from CMU StatLib library, data concerns city-cycle fuel consumption
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. The original dataset 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)
Subject Area
Other
Instances
398
Features
7
Data Types
Multivariate
Tasks
Regression
Feature Types
Continuous, Categorical, Integer
Features
| Name | Role | Type | Units | Missing Values |
|---|---|---|---|---|
| displacement | Feature | Continuous | - | No |
| mpg | Target | Continuous | - | No |
| cylinders | Feature | Integer | - | No |
| horsepower | Feature | Continuous | - | Yes |
| weight | Feature | Continuous | - | No |
| acceleration | Feature | Continuous | - | No |
| model_year | Feature | Integer | - | No |
| origin | Feature | Integer | - | No |
| car_name | Id | Categorical | - | No |
Introductory Paper
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