Using POMDPs for learning cost sensitive decision trees

DOI10.1016/J.ARTINT.2020.103400OpenAlexW3101739879MaRDI QIDQ2238662

Shlomi Maliah, Guy Shani

Publication date: 2 November 2021

Published in: Artificial Intelligence (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.artint.2020.103400

zbMATH Keywords

decision treesPOMDPMDPcost sensitive classification

Mathematics Subject Classification ID

Artificial intelligence (68Txx)

Uses Software

• WEKA
• C4.5
• AdaCost

Cites Work

• A survey of cost-sensitive decision tree induction algorithms
• The Optimal Control of Partially Observable Markov Processes over a Finite Horizon
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