Counterfactuals as Explanations for Monotonic Classifiers.
Sarathi K.Shania MitraDeepak P.Sutanu ChakrabortiPublished in: ICCBR Workshops (2022)
Keyphrases
- causal models
- support vector
- training data
- linear classifiers
- training set
- feature selection
- class labels
- machine learning algorithms
- naive bayes
- test set
- svm classifier
- classifier combination
- classification systems
- neural network
- classification algorithm
- feature set
- training instances
- machine learning approaches
- decision trees
- majority vote
- individual classifiers
- ensemble classifier
- binary classifiers
- decision boundary
- supervised classification
- roc curve
- machine learning methods
- training examples