Forest-Guided Clustering -- Shedding Light into the Random Forest Black Box

Lisa Barros de Andrade e Sousa, Gregor Miller, Ronan Le Gleut +3

As machine learning models are increasingly deployed in sensitive application areas, the demand for interpretable and trustworthy decision-making has increased. Random Forests (RF)…