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OALib Journal期刊
ISSN: 2333-9721
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Study of selective ensemble algorithm based on classification problems
基于分类问题的选择性集成学习研究*

Keywords: CART,bootstrap,selective ensemble
分类回归树
,自助法,选择性集成

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Abstract:

This paper introduced a new ensemble algorithm,SEC-AdaBoostBagging Trees ensemble algorithm,which was a combination of tree classifiers and was based on variational similarity cluster technology and greedy method,and it was also combined with the features of AdaBoost.M1 and Bagging. Compared with a series of other learning algorithms,it often has better generalization ability and higher efficiency.

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