Browsing Technical Reports (Electrical Engineering and Computer Science) by Subject "Statistical pruning heuristic"

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Pruning improves heuristic search for cost-sensitive learning

Oregon State University. Dept. of Computer Science; Zubek, Valentina Bayer; Dietterich, Thomas Glen (Corvallis, OR : Oregon State University, Dept. of Computer Science, 2004)

This paper addresses cost-sensitive classification in the setting where there are costs for measuring each attribute as well as costs for misclassification errors. We show how to formulate this as a Markov Decision Proc ...