2.9k citations · 3.2k across the 4 of their papers we have counts for
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cs.LG2013★ 3 cited
Induction of Selective Bayesian Classifiers
Pat Langley, Stephanie Sage
In this paper, we examine previous work on the naive Bayesian classifier and review its limitations, which include a sensitivity to correlated features. We respond to this problem…
cs.LG2013★ 2.9k cited
Estimating Continuous Distributions in Bayesian Classifiers
George H. John, Pat Langley
When modeling a probability distribution with a Bayesian network, we are faced with the problem of how to handle continuous variables. Most previous work has either solved the prob…