Multicategory classification via discrete support vector machines.

Carlotta Orsenigo Carlo Vercellis

Published in: Comput. Manag. Sci. (2009)

Keyphrases

support vector
classification accuracy
support vector machine
large margin classifiers
feature selection
learning machines
generalization ability
svm classifier
cross validation
kernel function

svm classification
preprocessing
classification method
text classification
multi class classification
training examples
decision trees
loss function
classification models

kernel methods
supervised learning
machine learning
decision boundary
automatic classification
pattern classification
classification algorithm
decision rules
feature vectors

machine learning methods
pattern recognition
support vector regression
binary classification
neural network
feature space
support vector machine svm
feature ranking
image classification