Tractable Explanations for d-DNNF Classifiers.
Xuanxiang HuangYacine IzzaAlexey IgnatievMartin C. CooperNicholas AsherJoão Marques-SilvaPublished in: AAAI (2022)
Keyphrases
- decision trees
- classification systems
- training data
- machine learning algorithms
- test set
- feature selection
- training set
- generating explanations
- model counting
- majority voting
- classifier ensemble
- decision boundary
- supervised classification
- classification algorithm
- np complete
- computational complexity
- support vector
- roc curve
- boolean functions
- linear classifiers
- svm classifier
- binary classifiers
- computational problems
- individual classifiers
- neural network