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Online Learning Algorithm for Ensemble of Decision Rules
Conference proceeding   Peer reviewed

Online Learning Algorithm for Ensemble of Decision Rules

Igor Chikalov, Mikhail Moshkov and Beata Zielosko
ROUGH SETS, FUZZY SETS, DATA MINING AND GRANULAR COMPUTING, RSFDGRC 2011, Vol.6743, pp.310-313
Lecture Notes in Artificial Intelligence
01/01/2011
DOI: https://doi.org/10.1007/978-3-642-21881-1_48

Abstract

Computer Science Computer Science, Artificial Intelligence Science & Technology Technology
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.

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