- (Quinlan, 1990) ⇒ J. R. Quinlan. (1990). “Learning Logical Definitions from Relations.” In: Machine Learning Journal, 5(3). doi:10.1023/A:1022699322624
Subject Headings: FOIL Algorithm
This paper describes FOIL, a system that learns Horn clauses from data expressed as relations. FOIL is based on ideas that have proved effective in attribute-value learning systems, but extends them to a first-order formalism. This new system has been applied successfully to several tasks taken from the machine learning literature.
|1990 LearningLogicalDefinitionsfromR||J. Ross Quinlan||Learning Logical Definitions from Relations||10.1023/A:1022699322624|