On the application of Bashkirov, Braverman, and Muchnik potential function for feature selection in pattern recognition

Based on the potential function suggested by Bashkirov, Braverman, and Muchnik for pattern classification, a criterion is proposed for the selection of effective pattern features. Furthermore, its relationship with the upperbound estimate of the probability of misrecognition is presented.