Boosting: Foundations and Algorithms 

Boosting: Foundations and Algorithms  by Robert E. Schapire, Yoav Freund

Boosting: Foundations and Algorithms

by Robert E. Schapire, Yoav Freund

eBook Details:

Publisher: The MIT Press 2014
ISBN-13: 9780262310413
Number of pages: 544

License(s): This is an open access title

eBook Description:
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, convex optimization, and information geometry.

 

Read it online for free here (HTML) : Boosting: Foundations and Algorithms 

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