Multi-Classification by Using Tri-Class SVM.
Cecilio AnguloFrancisco Javier RuizLuis González AbrilJuan Antonio OrtegaPublished in: Neural Process. Lett. (2006)
Keyphrases
- support vector machine svm
- multi class classification
- support vector
- support vector machine
- feature vectors
- classification algorithm
- class labels
- unbalanced data
- feature selection
- classification method
- improves the classification accuracy
- svm classification
- pattern recognition
- svm classifier
- text classification
- multiclass classification
- classification accuracy
- image classification
- multi class svm
- decision trees
- generalization ability
- high classification accuracy
- feature extraction
- machine learning
- classification models
- feature space
- binary classification problems
- single class
- partially supervised
- linear svm
- pattern classification
- text classifiers
- knn
- training set
- class specific
- decision boundary
- binary classification
- cost sensitive
- feature set
- standard svm
- training data
- training process
- structured output
- dimensionality reduction
- semi supervised
- fuzzy support vector machine
- multiclass support vector machines