Chunk #8 — Background

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Random forest versus logistic regression: a large-scale benchmark experiment.

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This section gives a short overview of the (existing) methods involved in our benchmarking experiments: logistic regression (LR), random forest (RF) including variable importance measures, partial dependence plots, and performance evaluation by cross-validation using different performance measures.