LoRMIkA mines k-optimal class-association rules from a generated local neighbourhood to explain black-box predictions with supporting, contradicting, and counterfactual rules.
Interpretable regularized class association rules algorithm for classification in a categorical data space
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LoRMIkA: Local rule-based model interpretability with k-optimal associations
LoRMIkA mines k-optimal class-association rules from a generated local neighbourhood to explain black-box predictions with supporting, contradicting, and counterfactual rules.