Compact Dual Ensembles for Active Learning.
Amit MandvikarHuan LiuHiroshi MotodaPublished in: PAKDD (2004)
Keyphrases
- active learning
- learning strategies
- decision trees
- semi supervised
- training examples
- selective sampling
- batch mode active learning
- pool based active learning
- supervised learning
- learning algorithm
- unlabeled data
- ensemble learning
- training set
- learning process
- random sampling
- active learning strategies
- information retrieval
- imbalanced data classification
- sample selection
- compact representations
- word sense induction
- batch mode
- imbalanced data
- ensemble classifier
- experimental design
- binary classification
- class imbalance
- random forests
- generalization error
- pairwise