Learning Theory Analysis for Association Rules and Sequential Event Prediction

We present a theoretical analysis for prediction algorithms based on association rules. As part of this analysis, we introduce a problem for which rules are particularly natural, called "sequential event prediction." In sequential event prediction, events in a sequence are revealed one by...

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Bibliographic Details
Main Authors: Rudin, Cynthia (Contributor), Letham, Benjamin (Contributor), Madigan, David (Author)
Other Authors: Massachusetts Institute of Technology. Operations Research Center (Contributor), Sloan School of Management (Contributor)
Format: Article
Language:English
Published: Association for Computing Machinery (ACM), 2014-02-24T16:27:19Z.
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