Philipp Probst

According to our database, Philipp Probst authored at least 11 papers between 2012 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Large-scale benchmark study of survival prediction methods using multi-omics data.

Moritz Herrmann, Philipp Probst, Roman Hornung, Vindi Jurinovic, Anne-Laure Boulesteix

Briefings Bioinform., 2021

Learning multiple defaults for machine learning algorithms.

Florian Pfisterer, Jan N. van Rijn, Philipp Probst, Andreas C. Müller, Bernd Bischl

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2019

Hyperparameters, tuning and meta-learning for random forest and other machine learning algorithms.

Philipp Probst

PhD thesis, 2019

Hyperparameters and tuning strategies for random forest.

Philipp Probst, Marvin N. Wright, Anne-Laure Boulesteix

WIREs Data Mining Knowl. Discov., 2019

Tunability: Importance of Hyperparameters of Machine Learning Algorithms.

Philipp Probst, Anne-Laure Boulesteix, Bernd Bischl

J. Mach. Learn. Res., 2019

2018

Automatic Exploration of Machine Learning Experiments on OpenML.

Daniel Kühn, Philipp Probst, Janek Thomas, Bernd Bischl

CoRR, 2018

Random forest versus logistic regression: a large-scale benchmark experiment.

Raphaël Couronné, Philipp Probst, Anne-Laure Boulesteix

BMC Bioinform., 2018

2017

Multilabel Classification with R Package mlr.

Philipp Probst, Quay Au, Giuseppe Casalicchio, Clemens Stachl, Bernd Bischl

R J., 2017

To Tune or Not to Tune the Number of Trees in Random Forest.

Philipp Probst, Anne-Laure Boulesteix

J. Mach. Learn. Res., 2017

2016

mlr Tutorial.

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

CoRR, 2016

2012

Object circles: modeling physical objects as social relationships.

Florian Michahelles, Philipp Probst

Proceedings of the 11th International Conference on Mobile and Ubiquitous Multimedia, 2012