Searching optimal feature subset using mutual information
Di Huang, Tommy W. S. Chow · 2003
A novel feature selection methodology is proposed with the concept of mutual information. The proposed methodology effectively circumvents two major problems in feature selection process: to identify the irrelevancy and redundancy in the feature set, and to estimate the optimal feature subset for classification task. 1.