Understanding Why Label Smoothing Degrades Selective Classification and How to Fix It.
Guoxuan XiaOlivier LaurentGianni FranchiChristos-Savvas BouganisPublished in: CoRR (2024)
Keyphrases
- classification accuracy
- pattern recognition
- class labels
- text classification
- image classification
- classification process
- classification scheme
- feature vectors
- feature extraction
- neural network
- support vector
- support vector machine
- classification systems
- decision trees
- automatic classification
- pattern classification
- cross validation
- supervised classification
- machine learning
- preprocessing step
- classification method
- training set
- machine learning algorithms
- face recognition
- supervised learning
- feature space