Logo Logo

Publications by Probst, Philipp

Up a level
Export as [feed] RSS 1.0 [feed] RSS 2.0
Group by: Item Type | Date
Number of items: 10.

Journal article

Couronné, Raphael; Probst, Philipp; Boulesteix, Anne-Laure (2018): Random forest versus logistic regression: A large-scale benchmark experiment. In: BMC Bioinformatics 19: pp. 1-14 [PDF, 1MB]

Boulesteix, Anne-Laure; Janitza, Silke; Hornung, Roman; Probst, Philipp; Busen, Hannah; Hapfelmeier, Alexander (2018): Making complex prediction rules applicable for readers: Current practice in random forest literature and recommendations. In: Biometrical Journal

Probst, Philipp; Boulesteix, Anne-Laure (2018): To Tune or Not to Tune the Number of Trees in Random Forest. In: Journal of Machine Learning Research, Vol. 18: pp. 1-18

Matthes, Sandhya; Stadler, Jakob; Barton, Jürgen; Leuschner, Gabriela; Munker, Dieter; Arnold, Paola; Villena-Hermoza, Heidrun; Frankenberger, Marion; Probst, Philipp; Koch, Andrea; Kneidinger, Nikolaus; Milger, Katrin; Behr, Jürgen; Neurohr, Claus (2018): Asthma features in severe COPD: Identifying treatable traits. In: Respiratory Medicine, Vol. 145: pp. 89-94

Probst, Philipp; Au, Quay; Casalicchio, Giuseppe; Stachl, Clemens; Bischl, Bernd (2017): Multilabel Classification with R Package mlr. In: The R Journal

Probst, Philipp; Au, Quay; Casalicchio, Giuseppe; Stachl, Clemens; Bischl, Bernd (2017): Multilabel Classification with R Package mlr. In: R Journal, Vol. 9, No. 1: pp. 352-369

Schiffner, Julia; Bischl, Bernd; Lang, Michel; Richter, Jakob; Jones, Zachary M.; Probst, Philipp; Pfisterer, Florian; Gallo, Mason; Kirchhoff, Dominik; Kühn, Tobias; Thomas, Janek; Kotthoff, Lars (2016): mlr Tutorial. In: CoRR, Vol. abs/1609.06146

Paper

Couronné, Raphael; Probst, Philipp; Boulesteix, Anne-Laure (21. July 2017): Random forest versus logistic regression: a large-scale benchmark experiment. Department of Statistics: Technical Reports, No.205 [PDF, 909kB]

Probst, Philipp; Boulesteix, Anne-Laure (16. May 2017): To tune or not to tune the number of trees in random forest?

Boulesteix, Anne-Laure; Janitza, Silke; Hornung, Roman; Probst, Philipp; Busen, Hannah; Hapfelmeier, Alexander (19. December 2016): Making Complex Prediction Rules Applicable for Readers: Current Practice in Random Forest Literature and Recommendations. Department of Statistics: Technical Reports, No.199 [PDF, 456kB]

This list was generated on Thu Sep 19 06:50:34 2019 CEST.