Random forest versus logistic regression: a large-scale benchmark experimentRaphaël Couronné, Anne‐Laure Boulesteix, Philipp Probst|BMC Bioinformatics|2018Cited by 882
Tunability: Importance of Hyperparameters of Machine Learning AlgorithmsPhilipp Probst, Anne‐Laure Boulesteix, Bernd Bischl|arXiv (Cornell University)|2018Cited by 579
Tunability: Importance of Hyperparameters of Machine Learning AlgorithmsPhilipp Probst, Bernd Bischl, Anne‐Laure Boulesteix|arXiv (Cornell University)|2019Cited by 130
Large-scale benchmark study of survival prediction methods using multi-omics dataMoritz Herrmann, Anne‐Laure Boulesteix, Vindi Jurinović et al.|Briefings in Bioinformatics|2020Cited by 121
To tune or not to tune the number of trees in random forest?Philipp Probst, Anne‐Laure Boulesteix|arXiv (Cornell University)|2017Cited by 107