Active Learning Using One-class Classification.
Ibrahim GokcenJing PengBill P. BucklesPublished in: HIS (2002)
Keyphrases
- active learning
- random sampling
- semi supervised
- machine learning
- labeled data
- training set
- experimental design
- annotation effort
- training examples
- learning algorithm
- selective sampling
- speaker verification
- novelty detection
- active learning strategies
- learning strategies
- learning process
- generalization error
- unlabeled data
- online learning
- supervised learning
- binary classification
- batch mode active learning
- pool based active learning
- imbalanced data classification
- supervised and unsupervised learning
- class imbalance
- density estimation
- small number
- relevance feedback
- case study