Complex support vector machines for quaternary classification.
Pantelis BouboulisE. TheodoridouSergios TheodoridisPublished in: MLSP (2013)
Keyphrases
- support vector
- classification accuracy
- support vector machine
- learning machines
- generalization ability
- large margin classifiers
- pattern recognition
- feature selection
- pattern classification
- svm classifier
- image classification
- support vector machine svm
- cross validation
- decision trees
- logistic regression
- radial basis function
- classification systems
- machine learning methods
- classification algorithm
- classification rate
- real world
- automatic classification
- text classification
- feature vectors
- training set
- binary classification
- multi class classification
- complex systems
- maximum margin
- kernel logistic regression
- classification scheme
- classification models
- decision rules
- benchmark datasets
- training samples
- training data
- machine learning