Active learning in very large databases.
Navneet PandaKingshy GohEdward Y. ChangPublished in: Multim. Tools Appl. (2006)
Keyphrases
- active learning
- imbalanced data classification
- selective sampling
- random sampling
- learning strategies
- training examples
- labeled data
- machine learning
- learning algorithm
- semi supervised
- semi supervised learning
- parallel processing
- active learning strategies
- experimental design
- transfer learning
- unlabeled data
- generalization error
- batch mode
- sample selection
- training set
- pool based active learning
- neural network
- search engine
- decision trees
- incremental learning
- feature selection
- learning process
- information retrieval
- query by committee
- multiscale