Complex Support Vector Machines for Regression and Quaternary Classification
Pantelis BouboulisSergios TheodoridisCharalampos MavroforakisPublished in: CoRR (2013)
Keyphrases
- support vector
- learning machines
- classification accuracy
- large margin classifiers
- support vector machine
- cross validation
- support vector regression
- generalization ability
- binary classification
- svm classification
- model selection
- regression problems
- loss function
- regression model
- multi class classification
- svm classifier
- feature selection
- feature extraction
- radial basis function
- pattern classification
- hyperparameters
- pattern recognition
- soft margin
- kernel function
- classification method
- logistic regression
- linear regression
- feature space
- artificial neural networks
- classification scheme
- image classification
- target variable
- multi variate
- structural risk minimization
- kernel methods
- support vectors
- hyperplane
- linear discriminant analysis
- neural network
- classification algorithm
- machine learning