A Variance Maximization Criterion for Active Learning.
Yazhou YangMarco LoogPublished in: CoRR (2017)
Keyphrases
- active learning
- pool based active learning
- selection criterion
- standard deviation
- learning algorithm
- machine learning
- training examples
- objective function
- imbalanced data classification
- random sampling
- learning strategies
- supervised learning
- semi supervised
- posterior marginals
- correlation coefficient
- batch mode
- variance reduction
- crowd sourced
- semi supervised learning
- transfer learning
- data sets
- model selection
- relevance feedback
- learning process
- training set
- genetic algorithm
- neural network