Published September 1, 2023 | Version 0.1
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Effect of hyperparameters on variable selection in random forests

  • 1. Institute of Medical Biometry and Statistics, University of Luebeck, Luebeck, Germany

Description

These are data used to generate the results presented in simulation studies conducted in Fouodo et al. 2023. Each dataset is an R object in RDS format with 100 lists. For each element of the list, parameters used to generate the data are presented, followed by the simulated data.  Here is the git repository of the R code used to conduct simulations in the manuscript. The files 01-data-only.R and 02-data-only.R contain the functions and more details about how the data have been simulated for studies 1 and 2.

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