Search Results for author: Alexander Hapfelmeier

Found 2 papers, 1 papers with code

Sequential Permutation Testing of Random Forest Variable Importance Measures

no code implementations2 Jun 2022 Alexander Hapfelmeier, Roman Hornung, Bernhard Haller

This problem also occurs with non-parametric permutation tests, which are, however, distribution-free and can generically be applied to any type of RF and VIMP.

Essential guidelines for computational method benchmarking

1 code implementation3 Dec 2018 Lukas M. Weber, Wouter Saelens, Robrecht Cannoodt, Charlotte Soneson, Alexander Hapfelmeier, Paul Gardner, Anne-Laure Boulesteix, Yvan Saeys, Mark D. Robinson

In computational biology and other sciences, researchers are frequently faced with a choice between several computational methods for performing data analyses.

Benchmarking

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