Concepedia

Philipp Probst

PP

Statistics

Publications

14

Citations

2K

H-Index

11

Active since

2017

Affiliations

Ludwig-Maximilians-Universität München(Current)

Zimmer Biomet (Germany)

German Center for Lung Research

TUM Klinikum

University Hospital of Zurich

Philipp Probst is an author at Ludwig-Maximilians-Universität München specializing in machine learning, computing, and computer science.

ORCID

Publications per year

2017–2021

14

Publications

14

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

Raphaël Couronné, Philipp Probst, Anne‐Laure Boulesteix · BMC Bioinformatics · 2018 · 861 citations · Full text

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Tunability: Importance of Hyperparameters of Machine Learning Algorithms

Philipp Probst, Bernd Bischl, Anne‐Laure Boulesteix · arXiv (Cornell University) · 2018 · 577 citations · Full text

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Tunability: Importance of Hyperparameters of Machine Learning Algorithms

Philipp Probst, Anne‐Laure Boulesteix, Bernd Bischl · arXiv (Cornell University) · 2019 · 131 citations · Full text

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

Moritz Herrmann, Philipp Probst, Roman Hornung et al. · Briefings in Bioinformatics · 2020 · 115 citations · Full text

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To tune or not to tune the number of trees in random forest?

Philipp Probst, Anne‐Laure Boulesteix · arXiv (Cornell University) · 2017 · 107 citations · Full text

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