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On hyperparameter optimization of machine learning algorithms: Theory and practice

2020· article· en· 3,145 citations· W3045004532 on OpenAlex· 10.1016/j.neucom.2020.07.061

Why is this work in the frame?

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

Canadian affiliationAn author listed a Canadian institution. This is the only route the usual frame has.

Abstract

No abstract. This is not a gap in this database — OpenAlex has none either. 23.3% of the frame is in this state, and the screen finds HALF as much metaresearch here, so the absence is a measured bias rather than a missing field.

The record

Venue
Neurocomputing
Topic
Machine Learning and Data Classification
Field
Computer Science
Canadian institutions
Western University
Funders
Keywords
HyperparameterComputer scienceMachine learningAlgorithmArtificial intelligenceOptimization algorithmMathematical optimizationMathematics
Has abstract in OpenAlex
no