A Survey of Feature Selection

This paper analyzes and summarizes the previous definition of feature selection,and then introduces a self-contained definition. It divides feature selection into three classes according to the selecting strategy, and categorizes the methods into five styles by the evaluation function. Through analyzing the infection factors in the feature selection technology, this paper introduces some principles to pave the way for practitioners who search for suitable features to solve real-world applications.