Title: Mining predictive k-CNF expressions
Authors: Dries, Anton ×
De Raedt, Luc
Nijssen, Siegfried #
Issue Date: May-2010
Publisher: Institute of Electrical and Electronics Engineers
Series Title: IEEE Transactions on Knowledge and Data Engineering vol:22 issue:5 pages:743-748
Abstract: We adapt Mitchell's version space algorithm for mining k-CNF formulae. Advantages of this algorithm are that it runs in a single pass over the data, is conceptually simple, can be used for missing value prediction, and has interesting theoretical properties, while an empirical evaluation on classification tasks yields competitive predictive results.
ISSN: 1041-4347
Publication status: published
KU Leuven publication type: IT
Appears in Collections:Informatics Section
× corresponding author
# (joint) last author

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