Genetic algorithm-based training for semi-supervised SVM.
Mathias M. AdankonMohamed CherietPublished in: Neural Comput. Appl. (2010)
Keyphrases
- semi supervised
- fully labeled
- training process
- training set
- supervised learning
- training algorithm
- support vector
- support vector machine svm
- support vector machine
- semi supervised learning
- labeled data
- semi supervised support vector machines
- knn
- training speed
- multi class
- active learning
- training data
- svm training
- linear svm
- semi supervised classification
- machine learning
- back propagation
- decision trees
- semi supervised clustering
- neural network
- feature selection
- partially labeled data
- partially labeled
- unlabeled data
- supervised methods
- stochastic gradient descent
- text categorization
- text classifiers
- learning machines
- ls svm
- svm classifier
- svm classification
- training samples
- labeled examples
- co training
- training examples
- generalization ability