Active Learning for Class Probability Estimation and Ranking.
Maytal Saar-TsechanskyFoster J. ProvostPublished in: IJCAI (2001)
Keyphrases
- active learning
- class probability estimation
- class probabilities
- learning algorithm
- random sampling
- cost sensitive
- learning to rank
- machine learning
- supervised learning
- labeled data
- k nearest neighbor
- unlabeled data
- training examples
- semi supervised
- class imbalance
- probability estimation
- semi supervised learning
- conditional probabilities
- binary classifiers
- bayesian networks
- neural network