An active learning-based SVM multi-class classification model.
Husheng GuoWenjian WangPublished in: Pattern Recognit. (2015)
Keyphrases
- multi class
- active learning
- support vector machine
- multi class classification
- multi class svm
- binary classification
- multiclass classification
- pairwise
- supervised learning
- support vector machine svm
- training set
- machine learning
- cost sensitive
- multiple classes
- semi supervised
- object detection
- svm classifier
- semi supervised learning
- multiclass problems
- learning algorithm
- multi class classifiers
- feature selection
- training examples
- single class
- statistical learning theory
- text classification
- multi class classifier
- large margin classifiers
- training data
- multiple instance learning
- labeled data
- class imbalance
- base classifiers
- unlabeled data
- transfer learning
- linear classifiers
- multi task
- knn
- generalization ability
- feature vectors
- multi class problems
- hyperplane
- decision trees
- multi class boosting
- learning tasks