Active Learning for Skewed Data Sets.
Abbas KazerouniQi ZhaoJing XieSandeep TataMarc NajorkPublished in: CoRR (2020)
Keyphrases
- active learning
- data sets
- training set
- training data
- learning strategies
- random sampling
- class distribution
- supervised learning
- training examples
- semi supervised
- selective sampling
- synthetic data
- learning process
- test data
- real world data sets
- annotation effort
- pool based active learning
- original data
- high dimensional data
- learning algorithm
- benchmark data sets
- microarray data
- small data sets
- reinforcement learning
- batch mode active learning