Multiclass Brain Tumor Classification Using GA-SVM.
Jainy SachdevaVinod KumarIndra GuptaNiranjan KhandelwalChirag Kamal AhujaPublished in: DeSE (2011)
Keyphrases
- multi class
- multiclass support vector machines
- support vector machine
- multi class classification
- multiclass classification
- binary classifiers
- multi class classifier
- multiclass problems
- cost sensitive
- support vector machine svm
- multiple classes
- cost sensitive classification
- support vector
- ls svms
- brain tumors
- svm classifier
- binary classification
- feature selection
- error correcting output codes
- binary classification problems
- multiclass svm
- genetic algorithm ga
- multi class boosting
- svm classification
- single class
- kernel fisher
- pattern recognition
- multi class problems
- machine learning
- generalization ability
- classification algorithm
- pairwise
- class imbalance
- training set
- classification accuracy
- feature vectors
- hinge loss
- model selection
- feature space
- mr images
- decision boundary
- decision trees
- image processing
- large margin classifiers
- multiclass learning
- magnetic resonance images
- cost sensitive learning
- text classification
- supervised learning
- training data
- feature extraction
- computer vision