Description of the Auto-Mpg dataset

To begin with, we will use the Auto-Mpg dataset. This dataset can be downloaded from the UCI Machine Learning Repository. The following is some information about this dataset:

• Title: Auto-Mpg Data
• Sources:
• Origin: 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.
• Date: July 7, 1993.

•  Past usage:
• See the date in the preceding bullet point.
• 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.
• Relevant information: This dataset is a slightly modified version of the dataset provided in the StatLib library. In line with its use by Ross Quinlan (1993) in predicting the mpg attribute, eight of the original instances were removed because...