Active learning on anchorgraph with an improved transductive experimental design.
Weijie FuShijie HaoMeng WangPublished in: Neurocomputing (2016)
Keyphrases
- experimental design
- active learning
- semi supervised
- unlabeled data
- labeled data
- uncertainty sampling
- semi supervised learning
- experimental designs
- random sampling
- learning algorithm
- supervised learning
- learning strategies
- class imbalance
- text classification
- empirical studies
- sample size
- training examples
- support vector
- upper bound
- training set
- machine learning
- online learning
- generalization error
- learning environment
- metadata