Wangduk Seo

Unsupervised Feature Selection towards Pattern Discrimination Power

The goal of unsupervised feature selection is to identify a feature subset based on the intrinsic characteristics of a given dataset without user-guided information such as class variables. To achieve this, score functions based on information measures can be used to identify essential features. The…