Advances in Large-Margin Classifiers

by Peter Bartlett and Bernhard Schölkopf

The book provides an overview of recent developments in large margin classifiers, examines connections with other methods (e.g., Bayesian inference), and identifies strengths and weaknesses of the method, as well as directions for future research.

The concept of large margins is a unifying principle for the analysis of many different approaches to the classification of data from examples, including boosting, mathematical programming,...

• Format: Hardcover
• Language: English
• ISBN: 0262194481
• ISBN13: 9780262194488
• Release Date: October 2000
• Publisher: Bradford Book
• Length: 422 Pages
• Weight: 2.70 lbs.
• Dimensions: 1.2" x 8.4" x 10.3"
• Age Range: 18 years and up
• Grade Range: Postsecondary and higher