SLOVA: Uncertainty Estimation Using Single Label One-Vs-All Classifier.
Bartosz WójcikJacek GrelaMarek SmiejaKrzysztof MisztalJacek TaborPublished in: CoRR (2022)
Keyphrases
- class labels
- multiclass classification
- multi label classification
- decision trees
- multi label
- label noise
- probability distribution
- training samples
- support vector
- classification scheme
- estimation algorithm
- labeling process
- class membership
- multiple classifiers
- classifier systems
- data sets
- feature extraction
- selection criterion
- binary classifiers
- classification process
- active learning
- cost sensitive
- training data
- training examples
- maximum likelihood
- nearest neighbor
- multi class
- support vector machine
- probabilistic model