Online Learning Algorithm for Ensemble of Decision Rules
We describe an online learning algorithm that builds a system of decision rules for a classification problem. Rules are constructed according to the minimum description length principle by a greedy algorithm or using the dynamic programming approach.
Keywordsdecision rules online learning greedy algorithm dynamic programming
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- 4.Zielosko, B., Moshkov, M., Chikalov, I.: Optimization of decision rules based on methods of dynamic programming. Bulletin of Nizhny Novgorod State University (to appear) (in Russian)Google Scholar