Constructive minimax classification of discrete observations with arbitrary loss function.
Lionel FillatrePublished in: Signal Process. (2017)
Keyphrases
- loss function
- support vector
- hinge loss
- pairwise
- image classification
- logistic regression
- classification accuracy
- learning to rank
- risk minimization
- benchmark datasets
- decision trees
- bayes rule
- empirical risk
- regularization term
- feature vectors
- bayesian networks
- machine learning
- class labels
- cross validation
- pattern classification
- training samples
- evaluation function
- generalization ability
- reproducing kernel hilbert space
- training set
- linear support vector machines
- feature extraction