diff --git a/README.md b/README.md
index 2fcad90f9f45b12d6f1672bb1648b8c8f94766d1..0f05b3d5f38b500e0ccf73c0d37bb4a80a65fcb8 100644
--- a/README.md
+++ b/README.md
@@ -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.
+    * [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.)
 
 
 * [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.