Blog Directory
Top level » Machine learning » Naıve Bayes Improving Simple Bayes (1997)  Ron Kohavi, Barry Becker, Dan Sommerfield - The simple Bayesian classifier (SBC), sometimes called Naive-Bayes, is built based on a conditional independence model of each attribute given the class. Scaling Up the Accuracy of Naive-Bayes Classifiers: a Decision-Tree Hybrid (1996)  Ron Kohavi - Naive-Bayes induction algorithms were previously shown to be surprisingly accurate on many classification tasks even when the conditional independence assumption on which they are based is violated.