Prediction Stability as a Criterion in Active Learning.
Junyu LiuXiang LiJiqiang ZhouJianxiong ShenPublished in: ICANN (2) (2020)
Keyphrases
- active learning
- pool based active learning
- prediction accuracy
- semi supervised
- prediction error
- machine learning
- learning algorithm
- neural network
- prediction algorithm
- random sampling
- prediction model
- scheduling problem
- reinforcement learning
- multi class
- data sets
- supervised learning
- semi supervised learning
- data mining
- transfer learning
- learning process
- feature space
- generalization error
- image sequences
- minimum description length
- selective sampling
- active learning strategies
- genetic algorithm