On Evaluation of Unsupervised Feature Selection for Pattern Classification

Gyu-Il Kim, Dae-Won Kim, Jaesung Lee

Unsupervised feature selection aims to identify a compact subset of features that captures the intrinsic structure of data without supervised label. Most existing studies evaluate…