ExDBSCAN generates multiple counterfactual explanations for DBSCAN assignments via a density-connected weighted graph and physics-inspired model, achieving perfect validity and outperforming baselines on 30 tabular datasets.
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ExDBSCAN: Explaining DBSCAN with Counterfactual Reasoning -- Additional Material
ExDBSCAN generates multiple counterfactual explanations for DBSCAN assignments via a density-connected weighted graph and physics-inspired model, achieving perfect validity and outperforming baselines on 30 tabular datasets.