Error title
Some error text about your books and stuff.
Close
Advances in Large-Margin Classifiers cover
  • ISBN: 9780262194488
  • ISBN10: 0262194481

Advances in Large-Margin Classifiers

by Alexander J. Smola

  • List Price: $55.00
  • Binding: Hardcover
  • Publisher: Mit Pr
  • Publish date: 10/01/2000
used Add to Cart $50.78
You save: 8%
Marketplace Item
new Add to Cart $12.57
You save: 77%
Marketplace Item
Description
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, neural networks, and support vector machines. The fact that it is the margin, or confidence level, of a classification -- that is, a scale parameter -- rather than a raw training error that matters has become a key tool for dealing with classifiers. This book shows how this idea applies to both the theoretical analysis and the design of algorithms.

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. Among the contributors are Manfred Opper, Vladimir Vapnik, and Grace Wahba.

Expand description
Seller Condition Comments Price  
indoo.com

Location: Avenel, NJ
New
0262194481.
$12.57
Alien Bindings

Location: BALTIMORE, MD
New
Shipping Icon
Brand New in Brand New dust jacket. Free USPS electronic delivery tracking. pp. 422. Neural Information Processing.
$47.25
Ables Bookstore

Location: chattanooga, TN
Good
Shipping Icon
$50.78
Alien Bindings

Location: BALTIMORE, MD
New
Shipping Icon
Brand New! Interior pages are unmarked and clean. Postal tracking number issued free of charge. pp. 422.
$52.65
Alien Bindings

Location: BALTIMORE, MD
New
Shipping Icon
Brand New in Brand New dust jacket. Free USPS electronic delivery tracking. pp. 422. Neural Information Processing.
$60.75