On look-ahead and pathology in decision tree learning

DOI10.1080/09528130512331315936zbMath1102.68113OpenAlexW2014458907MaRDI QIDQ5696516

Tuomo Malinen, Tapio Elomaa

Publication date: 18 October 2005

Published in: Journal of Experimental & Theoretical Artificial Intelligence (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/09528130512331315936

zbMATH Keywords

machine learninglook-ahead search

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• C4.5

Cites Work

• An investigation of the causes of pathology in games
• Searching for an optimal path in a tree with random costs
• On the nature of pathology in game searching
• Error analysis in minimax trees
• General and efficient multisplitting of numerical attributes
• Decision Quality As a Function of Search Depth on Game Trees
• Improving Greedy Algorithms by Lookahead-Search

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