A Multiclass Robust Twin Parametric Margin Support Vector Machine with an Application to Vehicles Emissions.
Renato De LeoneFrancesca MaggioniAndrea SpinelliPublished in: LOD (2) (2023)
Keyphrases
- multi class
- support vector machine
- support vector
- multiclass problems
- multi class classification
- training set
- binary classification
- cost sensitive
- maximum margin
- pairwise
- soft margin
- decision boundary
- svm classifier
- multiclass classification
- large margin classifiers
- machine learning
- boosting algorithms
- linear classifiers
- multiclass support vector machines
- kernel function
- support vector machine svm
- feature space
- feature selection
- multi task
- hinge loss
- upper bound
- svm classification
- multiple classes
- perceptron algorithm
- training data
- cost sensitive classification
- data sets
- learning algorithm
- prediction accuracy
- kernel methods
- generalization ability