An information theoretic approach to quantify the stability of feature selection and ranking algorithms

Alaiz-Rodriguez, R., Parnell +1

Feature selection is a key step when dealing with high dimensional data. In particular, these techniques simplify the process of knowledge discovery from the data by selecting the…