ALBIF: Active Learning with BandIt Feedbacks.
Mudit AgarwalNaresh ManwaniPublished in: PAKDD (3) (2022)
Keyphrases
- active learning
- random sampling
- relevance feedback
- semi supervised
- learning algorithm
- selective sampling
- learning strategies
- exploration exploitation
- supervised learning
- machine learning
- sample selection
- semi supervised learning
- labeled data
- active learning strategies
- online learning
- pool based active learning
- imbalanced data classification
- training set
- annotation effort
- music emotion classification
- batch mode
- training examples
- learning process
- cost sensitive
- generalization error
- class imbalance
- binary classification
- sliding window
- unlabeled data
- support vector machine
- website
- batch mode active learning
- information systems
- genetic algorithm
- database