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ranking_figures

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Contents

You will find here all the scripts to:

  • compute the different metrics (RMSE, MAE, Pearson correlations, time) and store them in data frames: folder compute_metrics,
  • reproduce the different figures of the paper: folder figures.

Include new metrics

Modify the ranking process

The ranking process is computed for each figure with the script ranking_process.R. To adapt the ranking process. one should modify:

  • ranking_process.R, where all the functions needed to compute an overall score (normalization / aggregation procedure) are,
  • ranking_pval.R, where the functions to do the permutation test are.