Weightily Averaged One-Dependence Estimators

Abstract

NB(naive Bayes) is a probabilistic classification model, which is based on the attribute independence assumption. However, in many real-world data mining applications, this assumption is often violated. Responding to this fact, researchers have made a substantial...