Keywords

HyperparameterComputer scienceMachine learningAlgorithmArtificial intelligenceOptimization algorithmMathematical optimizationMathematics

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Publication Info

Year
2020
Type
article
Volume
415
Pages
295-316
Citations
2771
Access
Closed

Social Impact

Social media, news, blog, policy document mentions

Citation Metrics

2771
OpenAlex
75
Influential
2515
CrossRef

Cite This

Li Yang, Abdallah Shami (2020). On hyperparameter optimization of machine learning algorithms: Theory and practice. Neurocomputing , 415 , 295-316. https://doi.org/10.1016/j.neucom.2020.07.061

Identifiers

DOI
10.1016/j.neucom.2020.07.061
arXiv
2007.15745

Data Quality

Data completeness: 70%