A relative evaluation of multiclass image classification by support vector machines.
Giles M. FoodyAjay MathurPublished in: IEEE Trans. Geosci. Remote. Sens. (2004)
Keyphrases
- multi class
- large margin classifiers
- image classification
- support vector
- multi class classification
- binary classification
- support vector machine
- multiclass problems
- feature selection
- multiclass classification
- pairwise
- learning machines
- loss function
- cost sensitive
- svm classifier
- image features
- multiple classes
- feature extraction
- error correcting output codes
- perceptron algorithm
- multi class classifier
- multi task
- soft margin
- generalization bounds
- multiclass learning
- svm classification
- multinomial logistic regression
- binary classifiers
- support vectors
- generalization ability
- base classifiers
- multi label
- cross validation
- kernel function
- classification accuracy
- boosting algorithms
- binary classification problems
- neural network
- knn
- data mining