A discrete feature is a feature that can take values from a finite or countable set of possible categories. It is often equivalent to a categorical feature and contrasts with continuous features that can vary along a numeric range.
A feature with a finite set of possible values. For example, a feature whose values may only be animal , vegetable , or mineral is a discrete (or categorical) feature. Contrast with continuous feature.