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Chunk #7 — Introduction

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Random forest versus logistic regression: a large-scale benchmark experiment.
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The rest of this paper is structured as follows. After a short overview of LR and RF, the associated VIM, partial dependence plots [12], the cross-validation procedure and performance measures used to evaluate the methods (“Background” section), we present our benchmarking approach in “Methods” section, including the criteria for dataset selection. Results are presented in “Results” section.