Technical Reports - Query Results
Your query term was 'number = 96-25'1 report found
- OFAI-TR-96-25 (
127kB g-zipped PostScript file)Separate-and-Conquer Rule Learning
- Johannes Fürnkranz
- This paper is a survey of inductive rule learning algorithms that use
a separate-and-conquer strategy. This strategy can be traced
back to the AQ learning system and still enjoys popularity as can be
seen from its frequent use in Inductive Logic Programming systems.
We will put this wide variety of algorithms into a single framework
and analyze them along three different dimensions, namely their
search, language and overfitting avoidance biases.
Keywords: Machine Learning, Inductive Logic Programming, Rule Learning
- This paper is a survey of inductive rule learning algorithms that use
a separate-and-conquer strategy. This strategy can be traced
back to the AQ learning system and still enjoys popularity as can be
seen from its frequent use in Inductive Logic Programming systems.
We will put this wide variety of algorithms into a single framework
and analyze them along three different dimensions, namely their
search, language and overfitting avoidance biases.