The Miles Per Gallon (MPG) data set consisted of data regarding the engines of
numerous cars. Each car had 8 attributes, intended to be used to predict miles
per gallon for each car. The attributes were a mix of both discrete and continuous
data, with the intended target (miles per gallon) being continuous.