Distance Rank Score: Unsupervised filter method for feature selection on imbalanced dataset

Katarina Firdova, Céline Labart, Arthur Martel

This paper presents a new filter method for unsupervised feature selection. This method is particularly effective on imbalanced multi-class dataset, as in case of clusters of diffe…