From 58c4f08ecf1656a52f65e63372de335c35c651f7 Mon Sep 17 00:00:00 2001 From: Lucia Prieto Date: Fri, 28 Jul 2023 14:49:34 +0000 Subject: [PATCH] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index e6d0d0b..8129362 100644 --- a/README.md +++ b/README.md @@ -8,6 +8,7 @@ The material in this repository consists in: * [code](https://medal.ctb.upm.es/internal/gitlab/compara/mldropoutalcohol/tree/master/code): It contains the code that has been developed for both the data handling, the creation of the models and the Explainability. * [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 X 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. *[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]():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. -- 2.24.1