Active Learning with Distributional Estimates
Jens RöderBoaz NadlerKevin KunzmannFred A. HamprechtPublished in: CoRR (2012)
Keyphrases
- active learning
- co occurrence
- learning strategies
- learning algorithm
- semi supervised
- training examples
- training set
- supervised learning
- joint estimation
- learning process
- imbalanced data classification
- selective sampling
- experimental design
- machine learning
- semi supervised learning
- online learning
- decision trees
- cost sensitive
- random sampling
- generalization error
- genetic algorithm
- databases
- database