AdaBoost typical Algorithm and its application research

Boosting is popular algorithm in the field of machine learning. Adaboost is the most typical Algorithm in the Boosting family. This paper introduces Boosting and its research status briefly, and introduces the typical algorithms of each series respectively.

Saved in:

Bibliographic Details
Published in:	MATEC Web of Conferences Vol. 139; p. 222
Main Authors:	Chengsheng, Tu, Huacheng, Liu, Bing, Xu
Format:	Journal Article Conference Proceeding
Language:	English
Published:	Les Ulis EDP Sciences 01-01-2017
Subjects:	Adaboost Boosting algorithm Algorithms Combining prediction Machine learning Text categorization
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!

Description
Summary:	Boosting is popular algorithm in the field of machine learning. Adaboost is the most typical Algorithm in the Boosting family. This paper introduces Boosting and its research status briefly, and introduces the typical algorithms of each series respectively.
ISSN:	2261-236X 2274-7214 2261-236X
DOI:	10.1051/matecconf/201713900222