A Short Introduction to Boosting

时间：2017-11-02 01:04:12 阅读：187 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.

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

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