Scaling the Explanation of Multi-Class Bayesian Network Classifiers

Yaofang Zhang, Adnan Darwiche

We propose a new algorithm for compiling Bayesian network classifier (BNC) into class formulas. Class formulas are logical formulas that represent a classifier's input-output behav…