On the Tractability of Explaining Decisions of Classifiers.
Martin C. CooperJoão Marques-SilvaPublished in: CP (2021)
Keyphrases
- classification decisions
- decision trees
- training data
- decision making
- support vector
- linear classifiers
- np complete
- machine learning algorithms
- supervised classification
- neural network
- training samples
- feature selection
- learning algorithm
- training set
- classification systems
- class labels
- machine learning methods
- feature set
- multiple classifier systems
- classifier combination
- decision boundary
- design decisions
- constraint satisfaction
- classification algorithm
- computational complexity
- naive bayes
- ensemble learning
- decision process
- extracted features
- feature extraction
- training examples
- classifier systems
- making decisions
- text categorization
- decision makers