Efficient information‐theoretic unsupervised feature selection
Jaesung Lee, Wangduk Seo, Donghyeon Kim · Electronics Letters · 2017
The method proposed in this Letter selects a feature subset that preserves the data quality in the viewpoint of information theory. Using an efficient information‐theoretic evaluation, the proposed method identifies the final feature subset significantly faster than conventional methods.