Support vector machines classification based on particle swarm optimization for bone age determination.
Gür Emre GüraksinHüseyin HakliHarun UguzPublished in: Appl. Soft Comput. (2014)
Keyphrases
- support vector
- particle swarm optimization
- classification accuracy
- support vector machine
- learning machines
- large margin classifiers
- svm classifier
- feature selection
- cross validation
- loss function
- generalization ability
- pattern recognition
- multi class classification
- three dimensional
- automatic classification
- kernel function
- svm classification
- text classification
- feature extraction
- multi objective
- kernel methods
- classification method
- classification algorithm
- decision rules
- class labels
- feature space
- image classification
- machine learning
- soft margin
- knn
- multi class
- binary classification
- classification scheme
- training set
- support vector machine svm
- hyperplane
- pso algorithm
- global optimization
- radial basis function
- training examples
- benchmark datasets
- neural network