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Publications by Probst, Philipp

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Number of items: 18.

Journal article

Herrmann, Moritz; Probst, Philipp; Hornung, Roman; Jurinovic, Vindi; Boulesteix, Anne-Laure (2020): Large-scale benchmark study of survival prediction methods using multi-omics data. In: Briefings in Bioinformatics: pp. 1-15 [PDF, 545kB]

Rauen, Katrin; Spaeni, Claudia B.; Tartaglia, Maria Carmela; Ferretti, Maria Teresa; Reichelt, Lara; Probst, Philipp; Schaepers, Barbara; Müller, Friedemann; Jahn, Klaus; Plesnila, Nikolaus (2020): Quality of life after traumatic brain injury: a cross-sectional analysis uncovers age- and sex-related differences over the adult life span. In: Geroscience, Vol. 43, No. 1: pp. 263-278

Rauen, Katrin; Reichelt, Lara; Probst, Philipp; Schaepers, Barbara; Müller, Friedemann; Jahn, Klaus; Plesnila, Nikolaus (2020): Decompressive Craniectomy Is Associated With Good Quality of Life Up to 10 Years After Rehabilitation From Traumatic Brain Injury. In: Critical Care Medicine, Vol. 48, No. 8: pp. 1157-1164

Remi, Jan; Shen, Sophie; Tacke, Moritz; Probst, Philipp; Gerstl, Lucia; Peraud, Aurelia; Kunz, Mathias; Vollmar, Christian; Noachtar, Soheyl; Borggraefe, Ingo (2020): Congruence and Discrepancy of Interictal and Ictal EEG With MRI Lesions in Pediatric Epilepsies. In: Clinical Eeg and Neuroscience, Vol. 51, No. 6, 1550059420921712: pp. 412-419

Rauen, Katrin; Reichelt, Lara; Probst, Philipp; Schaepers, Barbara; Müller, Friedemann; Jahn, Klaus; Plesnila, Nikolaus (2020): Quality of life up to 10 years after traumatic brain injury: a cross-sectional analysis. In: Health and Quality of Life Outcomes, Vol. 18, No. 1, 166

Boulesteix, Anne-Laure; Janitza, Silke; Hornung, Roman; Probst, Philipp; Busen, Hannah; Hapfelmeier, Alexander (2019): Making complex prediction rules applicable for readers: Current practice in random forest literature and recommendations. In: Biometrical Journal, Vol. 61, No. 5: pp. 1314-1328

Probst, Philipp; Boulesteix, Anne-Laure; Bischl, Bernd (2019): Tunability: Importance of Hyperparameters of Machine Learning Algorithms. In: Journal of Machine Learning Research, Vol. 20, 53

Poros, Balazs; Irlbeck, Thomas; Probst, Philipp; Volkmann, Alexander; Paprottka, Philipp; Bocker, Wolfgang; Irlbeck, Michael; Weig, Thomas (2019): Impact of pathologic body composition assessed by CT-based anthropometric measurements in adult patients with multiple trauma: a retrospective analysis. In: European Journal of Trauma and Emergency Surgery

Probst, Philipp; Wright, Marvin N.; Boulesteix, Anne-Laure (2019): Hyperparameters and tuning strategies for random forest. In: Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, Vol. 9, No. 3, e1301

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]

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 Sat Aug 20 04:05:06 2022 CEST.