Maximum-Margin Nearest Prototype Classifiers with the Sum-over-Others Loss Function and a Performance Evaluation.
Yoshifumi KusunokiPublished in: IUKM (2) (2023)
Keyphrases
- loss function
- maximum margin
- support vector
- structured prediction
- svm classifier
- hyperplane
- support vector machine
- cross validation
- boosting algorithms
- feature selection
- training examples
- classification accuracy
- kernel methods
- support vectors
- nearest neighbor
- pairwise
- multiple kernel learning
- kernel function
- learning models
- binary classification
- data points
- feature extraction
- training samples
- maximum likelihood
- pattern classification
- training data
- learning algorithm