mlangguth89 / downscaling_benchmark

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Implement Mann-Whitney U-test #20

Open mlangguth89 opened 2 months ago

mlangguth89 commented 2 months ago

To figure out if the performance (e.g. in terms of the RMSE) significantly differ between models, a non-parametric, two-sided Mann-Whitney U-test will be integrated. The MW U-test will be part of the meta-postprocessing to ensure that the required scores are already available.

For implementation, the mannwhitneyu-method of the scipy-package can be used as also done in MLAir.