Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Schapire, Robert E, Freund, Yoav
Lenguaje:eng
Publicado: MIT Press 2012
Materias:
Acceso en línea:http://cds.cern.ch/record/1461731