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cs.LG2025
ZTree: A Subgroup Identification Based Decision Tree Learning Framework
Eric Cheng, Jie Cheng
Decision trees are a commonly used class of machine learning models valued for their interpretability and versatility, capable of both classification and regression. We propose ZTr…
cs.LG2013★ 77 cited
Comparing Bayesian Network Classifiers
Jie Cheng, Russell Greiner
In this paper, we empirically evaluate algorithms for learning four types of Bayesian network (BN) classifiers - Naive-Bayes, tree augmented Naive-Bayes, BN augmented Naive-Bayes a…