Greedy-Based Design of Sparse Two-Stage SVMs for Fast Classification.
Rezaul KarimMartin BergtholdtJörg H. KappesChristoph SchnörrPublished in: DAGM-Symposium (2007)
Keyphrases
- support vector
- feature selection
- support vector machine svm
- decision trees
- classification accuracy
- support vector machine
- training set
- feature extraction
- pattern classification
- svm classifier
- feature space
- feature vectors
- image classification
- cost sensitive
- classification algorithm
- generalization ability
- multi class
- class labels
- multiclass classification
- majority voting
- maximum margin
- multi class classification
- k nearest neighbor
- search algorithm