Boosting foundations and algorithms

Boosting is an approach to machine learning based on the idea of creating a highly accurate predictor by combining many weak and inaccurate "rules of thumb." A remarkably rich theory has evolved around boosting, with connections to a range of topics, including statistics, game theory, conv...

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Bibliographic Details
Main Authors: Schapire, Robert E. (Author), Freund, Yoav (Author)
Format: Book
Language:English
Published: Cambridge, MA. MIT Press 2014
Series:Adaptive computation and machine learning
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Perpustakaan Jeneral Tun Ibrahim

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