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A comparison of hyperparameter tuning procedures for clinical prediction models: a simulation study - MaRDI portal

A comparison of hyperparameter tuning procedures for clinical prediction models: a simulation study

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Publication:6630355

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DOI10.1002/sim.9932zbMath1548.62315MaRDI QIDQ6630355

Ben van Calster, Dirk Timmerman, Zoë S. Dunias, Maarten van Smeden, Anne-Laure Boulesteix

Publication date: 31 October 2024

Published in: Statistics in Medicine (Search for Journal in Brave)

zbMATH Keywords

cross-validation penalized regression random forest prediction models hyperparameter tuning

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10)

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