Better Uncertainty Calibration via Proper Scores for Classification and Beyond.
Sebastian G. GruberFlorian BuettnerPublished in: NeurIPS (2022)
Keyphrases
- pattern recognition
- supervised learning
- image classification
- support vector machine
- classification accuracy
- feature vectors
- preprocessing
- classification algorithm
- text classification
- camera calibration
- pattern classification
- classification models
- automatic classification
- feature selection
- classification scheme
- classification process
- roc curve
- probability estimates
- benchmark datasets
- feature space
- support vector
- training data
- decision trees
- machine learning
- neural network
- class labels
- svm classifier
- support vector machine svm
- feature extraction
- classification rate
- classification systems
- data sets