On the use of classification reliability for improving performance of the one-per-class decomposition method.
Giulio IannelloGennaro PercannellaCarlo SansonePaolo SodaPublished in: Data Knowl. Eng. (2009)
Keyphrases
- decomposition method
- class labels
- pattern recognition
- support vector
- pattern classification
- multi class classification
- multiclass classification
- classification accuracy
- decomposition methods
- support vector machine svm
- classification systems
- classification scheme
- automatic classification
- decision trees
- decomposition algorithm
- machine learning
- class membership
- image classification
- class probabilities
- classification method
- class specific
- dimension reduction
- benchmark datasets
- text classification
- supervised learning
- support vector machine
- feature extraction
- learning algorithm
- discriminant functions
- classification trees
- intra class
- classification models
- decision rules
- svm classifier
- model selection
- principal component analysis
- multi class