Boosting: Foundations and Algorithms (Adaptive Computation and Machine Learning series)

An accessible introduction and essential reference for an approach to machine learning that creates highly accurate prediction rules by combining many weak and inaccurate ones.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, g...

By Robert E. Schapire
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: ::::
X-Ray:
Word Wise: Not Enabled
Lending: Not Enabled
Enhanced Typesetting:
Format: PDF Text djvu book

Download Premium Mirror

It's a quite comprehensive book, describing lots of different ways to look at the AdaBoost family of algorithms. For all I can tell, the authors have collected all the state-of-the-art knowledge about boosting at the time the book was written, from t

Description
Read more

This audio presentation is misleading and people should be aware that they are not buying an audio reproduction of Leviathan. grader) to the Bridgetown Elementary school for evening Winnie the Pooh musical presentation. This book totally blew my mind, but in a good way. It was then, when I actually read what the author had written about each painting, sculpture, or model that I realized what an absolute source of knowledge and potential for education this book contains. PDF ePub Text djvu ebook Boosting: Foundations And Algorithms (Adaptive Computation And Machine Learning Series) Pdf Epub. However, with Lynn's writing it isn't that way at all. I can see the reason for this is because we greatly desire "efficiency and fast deployment", however it seems to falter because of discrepancies over who is really in charge and tends to leave our creative minds feeling rushed and accomplishments seem to go unacknowledged. ) This one was extremely tough going. And yet, they work, united they have the ability to see and release the pieces of soul that remain floating after evil destroys the body. The only thing that I would suggest is make the book smaller and add more pages to it. Jeff must keep Sheldon in line, out of the spotlight and make her father happy with the results. No denouement, no wrap up.