Measurable Counterfactual Local Explanations for Any Classifier.
Adam WhiteArtur S. d'Avila GarcezPublished in: ECAI (2020)
Keyphrases
- training data
- classification process
- class labels
- classification method
- support vector machine
- data sets
- classifier systems
- classification scheme
- decision trees
- input data
- feature set
- multiple classifiers
- test data
- classification rate
- feature selection
- nearest neighbor classifier
- generating explanations
- learning phase
- decision boundary
- domain theory
- training set
- machine learning