Confidence-Based Active Learning.
Mingkun LiIshwar K. SethiPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2006)
Keyphrases
- active learning
- confidence level
- expected loss
- learning strategies
- semi supervised
- high confidence
- selective sampling
- supervised learning
- random sampling
- active learning strategies
- unlabeled data
- relevance feedback
- training examples
- confidence measure
- transfer learning
- class imbalance
- confidence values
- batch mode
- labeled data
- training set
- information retrieval
- annotation effort
- batch mode active learning
- pool based active learning
- database
- music emotion classification
- sample selection
- experimental design
- semi supervised learning
- learning process
- machine learning
- databases