Generalized Adversarial Distances to Efficiently Discover Classifier Errors.
Walter D. BennetteSally DufekKarsten MaurerSean SistiBunyod TusmatovPublished in: CoRR (2021)
Keyphrases
- label noise
- false negative
- feature selection
- decision trees
- machine learning
- training data
- classification scheme
- feature space
- distance function
- false positives
- receiver operating characteristic curves
- nearest neighbor classifier
- classification method
- classification algorithm
- euclidean distance
- training samples
- neural network
- svm classifier
- class labels
- training examples
- classification models
- estimation error
- support vector
- linear classifiers
- classification process
- multi agent
- similarity measure
- bayes rule
- data sets