Philipp Probst

15 papers B 1Journal 12Unranked 1

Year	Rank	Type	Title / Venue / Authors
2021	J	`jnl`	Large-scale benchmark study of survival prediction methods using multi-omics data. Briefings Bioinform. Moritz Herrmann, Philipp Probst, Roman Hornung, Vindi Jurinovic, Anne-Laure Boulesteix
2021	—	`conf`	Learning multiple defaults for machine learning algorithms. GECCO Companion Florian Pfisterer, Jan N. van Rijn, Philipp Probst, Andreas C. Müller, Bernd Bischl
2020	J	`jnl`	Large-scale benchmark study of survival prediction methods using multi-omics data. CoRR Moritz Herrmann, Philipp Probst, Roman Hornung, Vindi Jurinovic, Anne-Laure Boulesteix
2019	J	`jnl`	Hyperparameters and tuning strategies for random forest. WIREs Data Mining Knowl. Discov. Philipp Probst, Marvin N. Wright, Anne-Laure Boulesteix
2019	—	`—`	Hyperparameters, tuning and meta-learning for random forest and other machine learning algorithms. Philipp Probst
2019	J	`jnl`	Tunability: Importance of Hyperparameters of Machine Learning Algorithms. J. Mach. Learn. Res. Philipp Probst, Anne-Laure Boulesteix, Bernd Bischl
2018	J	`jnl`	Automatic Exploration of Machine Learning Experiments on OpenML. CoRR Daniel Kühn, Philipp Probst, Janek Thomas, Bernd Bischl
2018	J	`jnl`	Hyperparameters and Tuning Strategies for Random Forest. CoRR Philipp Probst, Marvin N. Wright, Anne-Laure Boulesteix
2018	J	`jnl`	Learning Multiple Defaults for Machine Learning Algorithms. CoRR Florian Pfisterer, Jan N. van Rijn, Philipp Probst, Andreas C. Müller, Bernd Bischl
2018	J	`jnl`	Random forest versus logistic regression: a large-scale benchmark experiment. BMC Bioinform. Raphaël Couronné, Philipp Probst, Anne-Laure Boulesteix
2017	J	`jnl`	Multilabel Classification with R Package mlr. R J. Philipp Probst, Quay Au, Giuseppe Casalicchio, Clemens Stachl, Bernd Bischl
2017	J	`jnl`	To Tune or Not to Tune the Number of Trees in Random Forest. J. Mach. Learn. Res. Philipp Probst, Anne-Laure Boulesteix
2017	J	`jnl`	To tune or not to tune the number of trees in random forest? CoRR Philipp Probst, Anne-Laure Boulesteix
2016	J	`jnl`	mlr Tutorial. CoRR Julia Schiffner, Bernd Bischl, Michel Lang, Jakob Richter, Zachary M. Jones, Philipp Probst, Florian Pfisterer, Mason Gallo, Dominik Kirchhoff, Tobias Kühn, Janek Thomas, Lars Kotthoff
2012	B	`conf`	Object circles: modeling physical objects as social relationships. MUM Florian Michahelles, Philipp Probst