Skip navigation
Skip navigation

An Introduction to Boosting and Leveraging

Meir, Ron; Raetsch, Gunnar


We provide an introduction to theoretical and practical aspects of Boosting and Ensemble learning, providing a useful reference for researchers in the field of Boosting as well as for those seeking to enter this fascinating area of research. We begin with a short background concerning the necessary learning theoretical foundations of weak learners ahd their linear combinations. We then point out the useful connection between Boosting and the Theory of Optimization, which facilitates the...[Show more]

CollectionsANU Research Publications
Date published: 2003
Type: Book chapter
Book Title: Advanced Lectures on Machine Learning


There are no files associated with this item.

Items in Open Research are protected by copyright, with all rights reserved, unless otherwise indicated.

Updated:  19 May 2020/ Responsible Officer:  University Librarian/ Page Contact:  Library Systems & Web Coordinator