ManiFeSt: Manifold-based Feature Selection for Small Data Sets

David Cohen, Tal Shnitzer, Yuval Kluger +1

In this paper, we present a new method for few-sample supervised feature selection (FS). Our method first learns the manifold of the feature space of each class using kernels captu…