Institut für Medizinische Informationsverarbeitung, Biometrie und Epidemiologie

output

20162021

most citedHyperparameters and Tuning Strategies for Random Forest

1.6k citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

A. Boulesteix2 · h 59
Philipp Probst2 · h 10
A. Karch1 · h 3
A. Nassehi1 · h 20
Andreas Schuppert1
A. Schuppert1 · h 2
A. Zeileis1 · h 68
B. Lange1 · h 4
B. Prainsack1 · h 3
C. Karagiannidis1 · h 9
C. Watzl1 · h 1
E. Bodenschatz1 · h 2

collaborating institutions

Ludwig-Maximilians-Universität MünchenDE5 papers
Leibniz Institute for Prevention Research and Epidemiology - BIPSDE2 papers
Charité - Universitätsmedizin BerlinDE1 paper
Fraunhofer Institute for Industrial MathematicsDE1 paper
Goethe University FrankfurtDE1 paper
Helmholtz Centre for Infection ResearchDE1 paper
Helmholtz MunichDE1 paper
Jena University HospitalDE1 paper
Lungenklinik Köln-MerheimDE1 paper
Max Planck Institute for Dynamics and Self-OrganizationDE1 paper
Technical University of MunichDE1 paper
Universität InnsbruckAT1 paper

Showing 2018Show all

1 paper · 1 filter

stat.ML2018★ 1.6k cited

Hyperparameters and Tuning Strategies for Random Forest

Philipp Probst, Marvin Wright, Anne-Laure Boulesteix

The random forest algorithm (RF) has several hyperparameters that have to be set by the user, e.g., the number of observations drawn randomly for each tree and whether they are dra…