An outline introduction to wrapper methods

src: Data Vedas (www.datavedas.com)

The feature selection process is based on the algorithm.

The method follows a greedy search approach. It evaluates all possible combinations of features against the set evaluation criterion. And outputs the combination of features that gives the most optimal performance.

Three approaches are possible.

1. Forward selection