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Hyperparameter Optimization for Machine Learning Models Based on Bayesian Optimization

Jia Wu Xiu-Yun Chen Hao Zhang Li-Dong Xiong Hang Lei Si-Hao Deng

电子科技学刊2019，Vol.17Issue(1)：26-40,15.

电子科技学刊2019，Vol.17Issue(1)：26-40,15.DOI:10.11989/JEST.1674-862X.80904120

Hyperparameter Optimization for Machine Learning Models Based on Bayesian Optimization

Jia Wu ¹Xiu-Yun Chen ¹Hao Zhang ¹Li-Dong Xiong ¹Hang Lei ¹Si-Hao Deng²

作者信息

1. School of Information and Software Engineering, University of Electronic Science and Technology of China, Chengdu 610054, China
2. Université de Technologie de Belfort-Montbéliard, Belfort 90010, France
折叠

摘要

关键词

Bayesian optimization/Gaussian process/hyperparameter optimization/machine learning

Key words

Bayesian optimization/Gaussian process/hyperparameter optimization/machine learning

引用本文复制引用

Jia Wu,Xiu-Yun Chen,Hao Zhang,Li-Dong Xiong,Hang Lei,Si-Hao Deng..Hyperparameter Optimization for Machine Learning Models Based on Bayesian Optimization[J].电子科技学刊,2019,17(1):26-40,15.

基金项目

This work was supported in part by the National Natural Science Foundation of China under Grant No.61503059. （）

电子科技学刊

OACSCD

ISSN：1674-862X

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