Interpretability Guarantees with Merlin-Arthur Classifiers.

Stephan Wäldchen Kartikey Sharma Berkant Turan Max Zimmer Sebastian Pokutta

Published 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