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A Short Introduction to Boosting

时间:2017-11-02 00:53:21      阅读:328      评论:0      收藏:0      [点我收藏+]

 

http://www.site.uottawa.ca/~stan/csi5387/boost-tut-ppr.pdf

 

Boosting is a general method for improving the accuracy of any given learning algorithm.
This short overview paper introduces the boosting algorithm AdaBoost, and explains the un-
derlying theory of boosting, including an explanation of why boosting often does not suffer
from overfitting as well as boosting’s relationship to support-vector machines. Some examples
of recent applications of boosting are also described.

A Short Introduction to Boosting

原文:http://www.cnblogs.com/yuanjiangw/p/7769125.html

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