Prototype-based Counterfactual Explanation for Causal Classification.
Tri Dung DuongQian LiGuandong XuPublished in: CoRR (2021)
Keyphrases
- causal reasoning
- support vector
- feature extraction
- classification accuracy
- decision trees
- pattern recognition
- automatic classification
- pattern classification
- database
- classification scheme
- feature vectors
- machine learning
- classification process
- classification systems
- object classification
- markov blanket
- document classification
- decision rules
- support vector machine svm
- support vector machine
- preprocessing
- classification rules
- causal models
- classification rate
- supervised classification
- causal relationships
- training samples
- eeg signals
- semi supervised
- logical framework
- causal knowledge
- causal explanation