One Explanation to Rule them All - Ensemble Consistent Explanations.
André ArteltStelios G. VrachimisDemetrios G. EliadesMarios M. PolycarpouBarbara HammerPublished in: CoRR (2022)
Keyphrases
- generating explanations
- rule induction algorithm
- ensemble learning
- domain theory
- ensemble methods
- active databases
- classification rules
- learning algorithm
- majority vote
- multiple classifiers
- consistency constraints
- production rules
- association rules
- information systems
- random forests
- prediction accuracy
- training set
- rule induction
- regression problems
- training data
- decision trees
- abductive reasoning
- e learning
- database