Augmentation by Counterfactual Explanation - Fixing an Overconfident Classifier.
Sumedha SinglaNihal MuraliForough ArabshahiSofia TriantafyllouKayhan BatmanghelichPublished in: CoRR (2022)
Keyphrases
- causal reasoning
- training data
- feature space
- feature selection
- classification scheme
- classification algorithm
- linear classifiers
- support vector
- classification method
- counter intuitive
- classification rate
- recognition rate
- decision trees
- ensemble learning
- svm classifier
- classifier ensemble
- learning algorithm
- multiple classifiers
- machine learning