Interpretability Guarantees with Merlin-Arthur Classifiers.
Stephan WäldchenKartikey SharmaBerkant TuranMax ZimmerSebastian PokuttaPublished in: AISTATS (2024)
Keyphrases
- support vector
- training data
- training set
- decision trees
- feature selection
- machine learning algorithms
- svm classifier
- small sample
- classification systems
- supervised classification
- prediction accuracy
- machine learning methods
- training samples
- linear classifiers
- classifier combination
- optimum path forest
- test set
- naive bayes
- classification rate
- multi class
- pattern recognition
- bayes classifier
- multiple classifiers
- trained classifiers
- probabilistic classifiers