Multiclass Ensemble of One-against-all SVM Classifiers.
Catarina SilvaBernardete RibeiroPublished in: ISNN (2016)
Keyphrases
- svm classifier
- multi class
- support vector machine
- base classifiers
- radial basis function kernel
- training set
- ensemble classifier
- feature selection
- support vector machine svm
- training data
- binary classification problems
- support vector
- ensemble learning
- svm classification
- binary classification
- cost sensitive
- k nearest neighbor
- multiclass classification
- multi class classification
- feature vectors
- multiclass problems
- kernel function
- image classification
- perceptron algorithm
- support vectors
- hyperplane
- generalization ability
- ls svms
- multiclass support vector machines
- kernel methods
- ensemble methods
- knn
- multiclass learning
- neural network
- input space
- multiple classes
- computer vision
- binary classifiers
- radial basis function
- base learners
- training examples
- pairwise
- pattern recognition
- error correcting output codes
- image processing