Combining One-Versus-One and One-Versus-All Strategies to Improve Multiclass SVM Classifier.
Wieslaw ChmielnickiKatarzyna StaporPublished in: CORES (2015)
Keyphrases
- multi class
- support vector machine
- svm classifier
- binary classifiers
- multi class classification
- support vector machine svm
- multi class svms
- linear classifiers
- support vector
- multiple classes
- svm classification
- machine learning
- kernel function
- multiclass classification
- cost sensitive
- feature vectors
- binary classification
- training set
- perceptron algorithm
- k nearest neighbor
- pairwise
- feature space
- multiclass problems
- feature selection
- data mining
- image classification
- multi task
- support vectors
- multiclass support vector machines
- least squares
- knn