Measurable Counterfactual Local Explanations for Any Classifier.
Adam WhiteArtur S. d'Avila GarcezPublished in: CoRR (2019)
Keyphrases
- training data
- classification algorithm
- support vector
- training samples
- linear classifiers
- feature selection
- decision trees
- feature space
- feature set
- training set
- training process
- classification scheme
- learning phase
- multiple classifiers
- roc curve
- classifier combination
- data sets
- svm classifier
- class labels
- multi class
- active learning
- pattern recognition
- machine learning