Re-Active Learning: Active Learning with Relabeling.
Christopher H. Lin MausamDaniel S. WeldPublished in: AAAI (2016)
Keyphrases
- active learning
- semi supervised
- machine learning
- learning strategies
- random sampling
- selective sampling
- relevance feedback
- unlabeled data
- learning algorithm
- supervised learning
- music emotion classification
- pool based active learning
- active learning strategies
- experimental design
- labeled data
- online learning
- learning process
- case study
- imbalanced data classification
- training examples
- data sets
- batch mode active learning
- class imbalance
- website
- database
- annotation effort
- query by committee
- labeling effort
- databases
- sample selection
- generalization error
- training set
- text classification
- semi supervised learning