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Disambiguation of "Boulesteix, Anne-Laure"

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Tunability: Importance of Hyperparameters of Machine Learning Algorithms.

, , and . J. Mach. Learn. Res., (2019)

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Anne-Laure Boulesteix

Anne-Laure Isabeau Boulesteix

Anne-Laure Gay

Anne-Laure Perraud

Anne-Laure Hentz

 

Other publications of authors with the same name

Tunability: Importance of Hyperparameters of Machine Learning Algorithms., , and . J. Mach. Learn. Res., (2019)Over-optimism in bioinformatics: an illustration., , , , and . Bioinform., 26 (16): 1990-1998 (2010)On representative and illustrative comparisons with real data in bioinformatics: response to the letter to the editor by Smith et al... Bioinform., 29 (20): 2664-2666 (2013)A computationally fast variable importance test for random forests for high-dimensional data., , and . Adv. Data Anal. Classif., 12 (4): 885-915 (2018)Large-scale benchmark study of survival prediction methods using multi-omics data., , , , and . Briefings Bioinform., (2021)Unbiased split selection for classification trees based on the Gini Index., , and . Comput. Stat. Data Anal., 52 (1): 483-501 (2007)Over-optimism in bioinformatics research.. Bioinform., 26 (3): 437-439 (2010)Hyperparameters and tuning strategies for random forest., , and . WIREs Data Mining Knowl. Discov., (2019)PLS Dimension Reduction for Classification with Microarray Data. Statistical Applications in Genetics and Molecular Biology, 3 (1): Article 33 (2004)IPF-LASSO: Integrative L1-Penalized Regression with Penalty Factors for Prediction Based on Multi-Omics Data., , , and . Comput. Math. Methods Medicine, (2017)