Multiclass and Binary SVM Classification: Implications for Training and Classification Users.

Ajay Mathur Giles M. Foody

Published in: IEEE Geosci. Remote. Sens. Lett. (2008)

Keyphrases

svm classification
multi class
multiclass classification
support vector machine
binary classifiers
multiclass svm
binary classification problems
error correcting output codes
svm classifier
binary classification

multiclass learning
support vector machine svm
training process
training set
multi class classification
support vector
multiclass problems
nonlinear kernel
cost sensitive
training samples

kernel function
multiple classes
base classifiers
multiclass support vector machines
cross validation
classification method
classification accuracy
feature vectors
pairwise
feature space

machine learning
support vectors
machine learning algorithms
knn
pattern recognition
classification algorithm
neural network
supervised learning
data points