Incorporating Diversity in Active Learning with Support Vector Machines.
Klaus BrinkerPublished in: ICML (2003)
Keyphrases
- active learning
- selective sampling
- random sampling
- semi supervised
- unlabeled data
- training set
- learning process
- training examples
- multiscale
- bayesian networks
- generalization error
- pool based active learning
- labeled data
- crowd sourced
- learning algorithm
- learning strategies
- transfer learning
- annotation effort
- rare class
- imbalanced data classification
- batch mode active learning
- neural network
- cost sensitive
- semi supervised learning
- supervised learning
- small number
- website
- data mining