A Novel Loss Function-based Support Vector Machine for Binary Classification.
Yan LiLiping ZhangPublished in: CoRR (2024)
Keyphrases
- loss function
- binary classification
- support vector machine
- support vector
- multi class
- svm classifier
- multi class classification
- support vector machine svm
- classification accuracy
- kernel methods
- kernel function
- pairwise
- k nearest neighbor
- risk minimization
- support vectors
- knn
- binary classifiers
- cross validation
- classification algorithm
- soft margin
- feature selection
- training examples
- training data
- cost sensitive
- feature vectors
- reproducing kernel hilbert space
- hinge loss
- hyperplane
- decision boundary
- feature space
- machine learning
- convex loss functions
- text categorization
- multiple kernel learning