A step loss function based SVM classifier for binary classification.
Fethi JarraySabri BoughorbelMahmud MansourGhassen TligPublished in: EUSPN/ICTH (2018)
Keyphrases
- binary classification
- loss function
- support vector
- svm classifier
- support vector machine
- kernel function
- multi class classification
- convex loss functions
- cross validation
- hinge loss
- support vectors
- classification accuracy
- multiclass classification
- kernel methods
- binary classifiers
- feature selection
- decision function
- hyperplane
- risk minimization
- multi class
- svm classification
- pairwise
- training examples
- reproducing kernel hilbert space
- generalization error
- support vector machine svm
- machine learning
- multiple kernel learning
- image processing
- feature extraction
- feature space
- training set
- image classification