Scaling Up the Accuracy of Naive-Bayes Classifiers: A Decision-Tree Hybrid
Scaling Up the Accuracy of Naive-Bayes Classifiers: A Decision-Tree Hybrid
Ron Kohavi
1996 · DBLP: conf/kdd/Kohavi96
Knowledge Discovery and Data Mining · 引用 1,979 次
TLDR
A new algorithm, NBTree, is proposed, which induces a hybrid of decision-tree classifiers and Naive-Bayes classifiers: the decision-Tree nodes contain univariate splits as regular decision-trees, but the leaves contain Naïve-Bayesian classifiers.