Quantifying decision support level of explainable automatic classification of diagnoses in Spanish medical records.

Our research reveals that the explored techniques are useful for explaining the output of black box models as the longformer. In addition, the proposed metric emerges as a good choice to quantify the contribution of explainability techniques.