Anne‐Laure Boulesteix 人物

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Anne‐Laure Boulesteix · 相关论文

Bias in random forest variable importance measures: Illustrations, sources and a solution
2007BMC Bioinformatics引用 3568顶会
Random forest versus logistic regression: a large-scale benchmark experiment
2018BMC Bioinformatics引用 844顶会
Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges
2023Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery引用 766
Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI
2022Nature Medicine引用 468
Unbiased split selection for classification trees based on the Gini Index
2006Computational Statistics & Data Analysis引用 308
An AUC-based permutation variable importance measure for random forests
2013BMC Bioinformatics引用 260顶会
Random forest for ordinal responses: Prediction and variable selection
2015Computational Statistics & Data Analysis引用 224