TaxoKnow: Taxonomy as Prior Knowledge in the Loss Function of Multi-class Classification.
Mohsen PourvaliYao MengChen ShengYangzhou DuPublished in: CoRR (2023)
Keyphrases
- loss function
- multi class classification
- prior knowledge
- support vector
- multi class
- pairwise
- binary classification
- multi class boosting
- bayesian framework
- support vector machine
- prior information
- learning models
- boosting algorithms
- cross validation
- kernel methods
- binary classifiers
- feature selection
- hyperparameters
- training examples
- multi task learning
- reproducing kernel hilbert space