This repository contains all code that is used in the paper 'PEBAM: a Profile-based Evaluation method for Algorithmic decision-Making' by M. Wilms, G. Sileno and H. Haned. The repository contains the following documents:
- The German Credit dataset that has been used for all experiments
- Simple clustering algorithm (applied on the German Credit dataset)
- Hierarchical clustering algorithm (applied on the German Credit dataset)
- Semi-hierarchical clustering algorithm (applied on the German Credit dataset)