LoRMIkA mines k-optimal class-association rules from a generated local neighbourhood to explain black-box predictions with supporting, contradicting, and counterfactual rules.
Fast effective rule induction
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2019 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
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.