Active learning strategies using SVMs.
Ming-Hen TsaiChia-Hua HoChih-Jen LinPublished in: IJCNN (2010)
Keyphrases
- active learning strategies
- binary classification
- support vector
- multi class
- active learning
- cost sensitive
- learning problems
- generalization error
- support vector machine
- multi label
- feature selection
- selection strategies
- kernel methods
- kernel function
- prediction accuracy
- ensemble methods
- training set
- text categorization
- training data
- sample size
- cross validation
- upper bound
- knn
- class imbalance
- learning algorithm