Hybrid classification algorithms based on boosting and support vector machines.
Thiago Turchetti MaiaAntônio de Pádua BragaAndré Carlos Ponce de Leon Ferreira de CarvalhoPublished in: Kybernetes (2008)
Keyphrases
- support vector
- classification accuracy
- feature selection
- learning algorithm
- classification algorithm
- benchmark datasets
- support vector machine
- computational complexity
- cross validation
- generalization ability
- feature space
- feature selection algorithms
- machine learning methods
- nearest neighbour
- classification method
- hybrid approaches
- logistic regression
- svm classifier
- pattern recognition
- data structure
- neural network
- training samples
- cost sensitive
- image classification
- ensemble classifier
- kernel machines
- weak learners
- decision trees
- large margin classifiers