@@ -10,7 +10,7 @@ The material in this repository consists in:
*[models](https://medal.ctb.upm.es/internal/gitlab/compara/mldropoutalcohol/tree/master/code/models): It contains two python files.
*[explainability](https://medal.ctb.upm.es/internal/gitlab/compara/mldropoutalcohol/tree/master/code/shap): It contains two python files with the code that has been done to execute SHAP and get Explainability results. (It also contains the complete set of figures generated from the explainability section.)
*[explainability](https://medal.ctb.upm.es/internal/gitlab/compara/mldropoutalcohol/tree/master/code/shap): It contains two python files with the code that has been done to execute SHAP and get Explainability results.
*[results](https://medal.ctb.upm.es/internal/gitlab/compara/mldropoutalcohol/tree/master/results): It contains the supplementary material referred to the results shown in the paper.
...
...
@@ -18,6 +18,8 @@ The material in this repository consists in:
*[models_results.xlsx](https://medal.ctb.upm.es/internal/gitlab/compara/mldropoutalcohol/blob/master/results/models_results.xlsx): This excel file shows a summary of all the results for all the algorithms that have been tested. It contains the average results of the 10-fold cross-validation.
*[filtering_discretization.txt](https://medal.ctb.upm.es/internal/gitlab/compara/mldropoutalcohol/blob/master/results/filtering_discretization.txt): When the filtering process to reduce the number of features is executed, it is based on a discretization of the original features depending on their values. This file contains an explanation, for each of the two potential subdatasets (psychological/psychiatric disorders grouped in clusters and psychological/psychiatric disorders not grouped), of all the selected features as a result of the filtering method.
*[explicability fig](https://medal.ctb.upm.es/internal/gitlab/compara/mldropoutalcohol/tree/master/results/explicability_figures): It contains two directories with the complete set of figures generated from the explainability section.
The dataset has not been provided since the authors don’t have permission for its sharing from the data providers.
