Multi-classification with Tri-class Support Vector Machines. A Review.
Cecilio AnguloLuis González AbrilAndreu CatalàFrancisco Velasco MorentePublished in: IWANN (2007)
Keyphrases
- support vector
- learning machines
- multi class classification
- large margin classifiers
- classification accuracy
- support vector machine
- class labels
- svm classifier
- cross validation
- multi class
- generalization ability
- image classification
- multiclass classification
- binary classification
- svm classification
- single class
- feature selection
- machine learning
- training examples
- feature vectors
- multiple classes
- pattern recognition
- class specific
- loss function
- automatic classification
- supervised learning
- benchmark datasets
- classification algorithm
- classification models
- multiple kernel learning
- decision trees
- generalization bounds
- text classification
- feature extraction
- feature ranking
- classification method
- intra class
- feature space
- training set
- linear discriminant analysis
- classification scheme
- feature subset
- cost sensitive