Boosting Foundations and Algorithms

• Päätekijä: Schapire, Robert E. (auth)
• Muut tekijät: Freund, Yoav (auth)
• Aineistotyyppi: Elektroninen Kirjan osa
• Kieli: englanti
• Julkaistu: Cambridge The MIT Press 2012
• Sarja: Adaptive Computation and Machine Learning series
• Aiheet: Algorithms & data structures; Machine learning; Artificial intelligence; Algorithms and data structures
• Linkit: DOAB: download the publication; DOAB: description of the publication

An accessible introduction and essential reference for an approach to machine learning that creates highly accurate prediction rules by combining many weak and inaccurate ones. Boosting is an approach to machine learning based on the idea of creating a highly accurate predictor by combining many wea...