An Explainable and Interpretable Composite Indicator Based on Decision Rules

This repository contains description of the methodology for building the rule explanation of the composite indicator in the form of block-scheme and the data from Human Development Index (HDR, 2025) - https://hdr.undp.org/sites/default/files/2023-24_HDR/HDR23-24_Statistical_Annex_HDI_Table.xlsx?utm_source=chatgpt.com. These data are used to illustrate how Dominance-based Rough Set Approach (DRSA) can easily explain the classification of the considered units based on their evaluations on the four criteria.