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Top‐down induction of first order logical decision trees

Article type: Other

Authors: Blockeel, Hendrik

Affiliations: Department of Computer Science, K.U. Leuven, Celestijnenlaan 200A, B‐3001 Heverlee, Belgium E‐mail: [email protected]

Abstract: Although top‐down induction of decision trees is a very popular induction method, up till now it has mainly been used for propositional learning; relational decision tree learners are scarce. This dissertation discusses the application domain of decision tree learning and extends it towards the first order logic context of Inductive Logic Programming.

Keywords: Machine learning, inductive logic programming, decision trees

Journal: AI Communications, vol. 12, no. 1‐2, pp. 119-120, 1999

Published: 1999
Price: EUR 27.50
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