Active Learning with Misclassification Sampling Based on Committee.
Jun LongJianping YinEn ZhuWentao ZhaoPublished in: Int. J. Uncertain. Fuzziness Knowl. Based Syst. (2008)
Keyphrases
- active learning
- cost sensitive
- error rate
- machine learning
- generalization error
- random sampling
- semi supervised
- supervised learning
- monte carlo
- selective sampling
- learning strategies
- training examples
- misclassification rate
- learning algorithm
- active learning strategies
- unlabeled data
- experimental design
- motion planning
- learning process
- batch mode active learning
- pool based active learning
- training set
- committee members
- relevance feedback
- misclassification costs
- batch mode
- labeled data
- semi supervised learning
- imbalanced data classification
- crowd sourced
- class imbalance
- support vector
- transfer learning
- neural network
- text classification