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Philipp Probst
Philipp Probst
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Hyperparameters and tuning strategies for random forest
P Probst, MN Wright, AL Boulesteix
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, e1301, 2018
6842018
Tunability: importance of hyperparameters of machine learning algorithms
P Probst, B Bischl, AL Boulesteix
Journal of Machine Learning Research 20 (53), 1-32, 2018
3882018
Random forest versus logistic regression: a large-scale benchmark experiment
R Couronné, P Probst, AL Boulesteix
BMC bioinformatics 19 (1), 1-14, 2018
3842018
To Tune or Not to Tune the Number of Trees in Random Forest.
P Probst, AL Boulesteix
Journal of Machine Learning Research 18 (181), 1-18, 2018
2902018
Ranger: A fast implementation of random forests
MN Wright, S Wager, P Probst
R package version 0.12 1, 2020
70*2020
Large-scale benchmark study of survival prediction methods using multi-omics data
M Herrmann, P Probst, R Hornung, V Jurinovic, AL Boulesteix
Briefings in bioinformatics 22 (3), bbaa167, 2021
282021
Learning multiple defaults for machine learning algorithms
F Pfisterer, JN van Rijn, P Probst, AC Müller, B Bischl
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2021
262021
Multilabel classification with R package mlr
P Probst, Q Au, G Casalicchio, C Stachl, B Bischl
The R Journal 9 (1), 352--369, 2017
222017
ranger: a fast implementation of random forests, 2016
MN Wright, S Wager, P Probst
R package, 2016
212016
Hyperparameters, tuning and meta-learning for random forest and other machine learning algorithms
P Probst
lmu, 2019
162019
Quality of life up to 10 years after traumatic brain injury: a cross-sectional analysis
K Rauen, L Reichelt, P Probst, B Schäpers, F Müller, K Jahn, N Plesnila
Health and quality of life outcomes 18 (1), 1-12, 2020
142020
Automatic exploration of machine learning experiments on openml
D Kühn, P Probst, J Thomas, B Bischl
arXiv preprint arXiv:1806.10961, 2018
132018
tscount: Analysis of count time series
T Liboschik, R Fried, K Fokianos, P Probst
R package version 1 (0), 2016
132016
Making complex prediction rules applicable for readers: current practice in random forest literature and recommendations
AL Boulesteix, S Janitza, R Hornung, P Probst, H Busen, A Hapfelmeier
Biometrical Journal 61 (5), 1314-1328, 2019
122019
Asthma features in severe COPD: identifying treatable traits
S Matthes, J Stadler, J Barton, G Leuschner, D Munker, P Arnold, ...
Respiratory Medicine 145, 89-94, 2018
102018
Quality of life after traumatic brain injury: a cross-sectional analysis uncovers age-and sex-related differences over the adult life span
K Rauen, CB Späni, MC Tartaglia, MT Ferretti, L Reichelt, P Probst, ...
GeroScience 43 (1), 263-278, 2021
92021
Decompressive craniectomy is associated with good quality of life up to 10 years after rehabilitation from traumatic brain injury
K Rauen, L Reichelt, P Probst, B Schäpers, F Müller, K Jahn, N Plesnila
Critical care medicine 48 (8), 1157-1164, 2020
92020
Modern total knee arthroplasty (TKA): with or without a tourniquet?
S Nicolaiciuc, P Probst, R von Eisenhart-Rothe, R Burgkart, R Hube
Surgical Technology International 35, 336-340, 2019
72019
mlr Tutorial
J Schiffner, B Bischl, M Lang, J Richter, ZM Jones, P Probst, F Pfisterer, ...
arXiv preprint arXiv:1609.06146, 2016
72016
Impact of pathologic body composition assessed by CT-based anthropometric measurements in adult patients with multiple trauma: A retrospective analysis
B Poros, T Irlbeck, P Probst, A Volkmann, P Paprottka, W Böcker, ...
European Journal of Trauma and Emergency Surgery 47 (4), 1089-1103, 2021
52021
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