Abductive Explanations of Classifiers Under Constraints: Complexity and Properties.
Martin C. CooperLeila AmgoudPublished in: ECAI (2023)
Keyphrases
- decision trees
- global constraints
- training data
- support vector
- desirable properties
- constraint logic programming
- constraint sets
- constraint satisfaction
- test set
- supervised classification
- explanatory power
- decision problems
- preference criteria
- multiple classifiers
- classification systems
- convex constraints
- constraint programming
- space complexity
- constrained optimization
- neural network
- class labels
- machine learning algorithms
- worst case
- active learning
- training set
- machine learning