Boosting Foundations and Algorithms

• मुख्य लेखक: Schapire, Robert E. (auth)
• अन्य लेखक: Freund, Yoav (auth)
• स्वरूप: इलेक्ट्रोनिक पुस्तक अध्याय
• भाषा: अंग्रेज़ी
• प्रकाशित: Cambridge The MIT Press 2012
• श्रृंखला: Adaptive Computation and Machine Learning series
• विषय: Algorithms & data structures; Machine learning; Artificial intelligence; Algorithms and data structures
• ऑनलाइन पहुंच: 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...