Dynamic Distance-Based Active Learning with SVM.
Jun JiangHorace Ho-Shing IpPublished in: MLDM (2007)
Keyphrases
- active learning
- support vector machine svm
- training set
- support vector
- support vector machine
- machine learning
- learning strategies
- data sets
- svm classifier
- sample selection
- statistical learning theory
- semi supervised
- generalization ability
- text classification
- class imbalance
- multi class classification
- selective sampling
- unlabeled instances
- pool based active learning
- outlier detection
- dynamic environments
- multi class
- pattern recognition
- training data
- feature selection
- learning algorithm
- data mining