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.

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Bibliographic Details
Published in:MATEC web of conferences 2017-01, Vol.139, p.222
Main Authors: Chengsheng, Tu, Huacheng, Liu, Bing, Xu
Format: Article
Language:English
Subjects:
Adaboost Boosting algorithm
Algorithms
Combining prediction
Machine learning
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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