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KEEL-dataset - data set description

This section describes main characteristics of the autoMPG8 data set and its attributes:

General information

Auto MPG (8 variables) data set
Features 7(Real / Integer / Nominal)(2 / 5 / 0)
Instances392Missing values?No

Attribute description


Additional information

The data concerns city-cycle fuel consumption in miles per gallon (Mpg), to be predicted in terms of 3 multivalued discrete and 5 continuous attributes.

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, 6 of the original instances were removed because they had unknown values for the Mpg attribute.

In this section you can download some files related to the autoMPG8 data set:

  • The complete data set already formatted in KEEL format can be downloaded from herezip.gif.
  • A copy of the data set already partitioned by means of a 5-folds cross validation procedure can be downloaded from herezip.gif.
  • The header file associated to this data set can be downloaded from heretxt.png.
  • This is not a native data set from the KEEL project. It has been obtained from the UCI Machine Learning Repository. The original page where the data set can be found is:

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