A fast quasi-Newton method for semi-supervised SVM.
I. Sathish ReddyShirish K. ShevadeM. Narasimha MurtyPublished in: Pattern Recognit. (2011)
Keyphrases
- quasi newton method
- semi supervised
- svm classifier
- support vector
- support vector machine svm
- objective function
- quasi newton
- semi supervised learning
- limited memory
- labeled data
- support vector machine
- knn
- feature selection
- training process
- unlabeled data
- machine learning
- supervised learning
- support vectors
- training data
- feature vectors
- training set
- active learning
- pairwise
- kernel function
- optimization method
- kernel methods
- text classification
- differential evolution
- step size
- feature space