E-Book Review and Description:
Amazon Price: N/A (as of April 24, 2017 9:47 am –
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.
- File Size: 22023 KB
- Print Length: 544 pages
- Publisher: The MIT Press (May 18, 2012)
- Publication Date: May 18, 2012
- Sold by: Amazon Digital Services LLC
- Language: English
- ASIN: B00946TOVW
- Text-to-Speech: Not enabled
- X-Ray: Not Enabled
- Word Wise: Not Enabled
- Lending: Not Enabled
- Enhanced Typesetting: Not Enabled
Successful Tips For A Better Ebook Reading
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Technical problems One problem on eBook readers with LCD screens is that it will not take long before you strain your eyes from reading. To help avoid this, you may use the “white on black” attribute of your iPad or similar characteristics to other eBook readers. This will definitely help make reading easier.
By using every one of these powerful techniques, you can definitely boost your eBook reading experience to a fantastic extent. These tips will help you not only to prevent specific risks which you may face while reading eBook often but also facilitate you to enjoy the reading experience with great relaxation.