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, convex optimization, and information geometry. Boosting algorithms have also enjoyed practical success in such fields as biology, vision, and speech processing. At various times in its history, boosting has been perceived as mysterious, controversial, even paradoxical.

This book, written by the inventors of the method, brings together, organizes, simplifies, and substantially extends two decades of research on boosting, presenting both theory and applications in a way that is accessible to readers from diverse backgrounds while also providing an authoritative reference for advanced researchers. With its introductory treatment of all material and its inclusion of exercises in every chapter, the book is appropriate for course use as well. The book begins with a general introduction to machine learning algorithms and their analysis; then explores the core theory of boosting, especially its ability to generalize; examines some of the myriad other theoretical viewpoints that help to explain and understand boosting; provides practical extensions of boosting for more complex learning problems; and finally presents a number of advanced theoretical topics. Numerous applications and practical illustrations are offered throughout.

About the Author

Robert E. Schapire is Professor of Computer Science at Princeton University. Yoav Freund is Professor of Computer Science at the University of California, San Diego. For their work on boosting, Freund and Schapire received both the G�del Prize in 2003 and the Kanellakis Theory and Practice Award in 2004.

"About this title" may belong to another edition of this title.

Store Description

Please come visit our shop in Machynlleth or browse our stock online. We carry a wide range of academic books on all subjects, such as history, philosophy, psychology, psychiatry, mathematics, physics, geography, political science, political philosophy, religious studies, military history and many other subjects. We also carry antiquarian stock and general stock, especially cookery. We are always interested in collections, especially on academic subjects.

Visit Seller's Storefront

Association Member

Members of these associations are committed to maintaining the highest standards. They vouch for the authenticity of all items offered for sale. They provide expert and detailed descriptions, disclose all significant defects and/or restorations, provide clear and accurate pricing, and operate with fairness and honesty during the purchase experience.

Seller's business information

Literary Cat Books
United Kingdom

Sale & Shipping Terms

Terms of Sale

All orders of 50 pounds and higher will be shipped with mandatory insurance added.

We make every effort to describe each book or print accurately. However, we accept that an item might not prove to be as you expected it, or has been damaged in transport. We therefore accept returns within 14 days of receipt of the item, upon prior notification. We will provide a full refund upon receipt of the returned item by us.

Shipping Terms

Orders usually ship within 2/3 business days. Shipping costs are based on books weighing 2.2 LB, or 1 KG. If your book order is heavy or oversized, we may contact you to let you know if extra shipping is required.

Overseas postage will be sent by airmail if you select priority and surface if you select standard postage. Surface mail to the United States or Canada can take up to six weeks, and up to twelve weeks to Australia and New Zealand.

We use only good quality materials and the utmost care when packaging our books to ensure they arrive in the best possible condition.

In the unlikely event that your book does not arrive within the specified shipping period, please feel free to contact us direct. Please provide your name, address and the details of your order.

Shipping rates from United Kingdom to U.S.A.

Shipping rates from United Kingdom to U.S.A.
Order quantity	30 to 50 business days	5 to 10 business days
First item	US$ 19.86	US$ 23.83

Delivery times are set by sellers and vary by carrier and location. Orders passing through Customs may face delays and buyers are responsible for any associated duties or fees. Sellers may contact you regarding additional charges to cover any increased costs to ship your items.