AnyLoss: Transforming Classification Metrics into Loss Functions.
Do Heon HanNuno MonizNitesh V. ChawlaPublished in: CoRR (2024)
Keyphrases
- loss function
- support vector
- hinge loss
- classification accuracy
- bayes rule
- partially labeled data
- learning to rank
- feature vectors
- machine learning
- support vector machine
- decision trees
- risk minimization
- pattern classification
- logistic regression
- squared error
- loss minimization
- pairwise
- feature extraction
- density estimation
- feature space
- reproducing kernel hilbert space
- class labels
- kernel classifiers
- boosting algorithms
- convex optimization
- cross validation
- svm classifier
- benchmark datasets
- support vector machine svm
- text classification
- distance measure
- active learning
- feature selection