Explaining Classifiers with Causal Concept Effect (CaCE).
Yash GoyalUri ShalitBeen KimPublished in: CoRR (2019)
Keyphrases
- bayesian networks
- training set
- classification algorithm
- decision trees
- training samples
- test set
- svm classifier
- classification systems
- linear classifiers
- supervised classification
- causal models
- causal discovery
- machine learning
- causal reasoning
- ensemble learning
- concept learning
- classification method
- support vector
- feature selection