Augmentation by Counterfactual Explanation -Fixing an Overconfident Classifier.
Sumedha SinglaNihal MuraliForough ArabshahiSofia TriantafyllouKayhan BatmanghelichPublished in: WACV (2023)
Keyphrases
- classification process
- feature selection
- training data
- decision trees
- support vector
- feature space
- causal reasoning
- support vector machine
- nearest neighbor classifier
- classifier systems
- linear classifiers
- data sets
- training set
- svm classifier
- neural network
- learning classifier systems
- classification rate
- classification scheme
- class labels
- classification models
- decision boundary
- learning phase
- classifier ensemble
- image classification
- classifier combination
- classification accuracy
- multiple classifiers
- counter intuitive