Optimal feature selection based on Bayesian networks
Hui Zhao, Ming Bo Xiao, Yi Xiao · 2007
Focusing on feature selection in classification, we investigate some popular methods which are based on learning the structure of Markov blanket for the classification variable in a Bayesian network and propose two new algorithms. Initial experiments demonstrate their advantages over some existing well known methods.