Top-down induction of first order logical decision trees
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.
decision trees inductive logic programming machine learning