Large-Scale Multiclass Support Vector Machine Training via Euclidean Projection onto the Simplex.
Mathieu BlondelAkinori FujinoNaonori UedaPublished in: ICPR (2014)
Keyphrases
- multi class
- support vector machine
- training set
- training process
- multiclass svm
- multi class classification
- pairwise
- binary classification
- support vector
- feature selection
- multiclass classification
- svm classifier
- training data
- multiclass problems
- cost sensitive
- hyperplane
- generalization ability
- feature vectors
- multi task
- multiple classes
- perceptron algorithm
- binary classifiers
- support vectors
- error correcting output codes
- kernel methods
- classification algorithm
- support vector machine svm
- machine learning
- multiclass learning
- training examples
- binary classification problems
- binary tree
- feature space
- supervised learning
- convex optimization
- prediction accuracy