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SIRUS.jl: Interpretable Machine Learning via Rule Extraction

integration_instructionsResearch softwarekeyboard_double_arrow_right Software 02 Oct 2023Publisher:Zenodo
Authors: Huijzer, Rik; Blaauw, Frank; Hartigh, Ruud J. R.;
Code repository: https://github.com/rikhuijzer/SIRUS.jl/tree/v2.0.1

doi: 10.5281/zenodo.10255046 , 10.5281/zenodo.10246739 , 10.5281/zenodo.7875577 , 10.5281/zenodo.8398350 , 10.5281/zenodo.10076335

SIRUS.jl: Interpretable Machine Learning via Rule Extraction

Abstract

SIRUS v2.0.1 Diff since v2.0.0 Made the feature_importance function more flexible by allowing the function to be called on feature names that are not in the model under consideration.

If you use this software, please cite our article in the Journal of Open Source Software.

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This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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