An Intrinsic Stopping Criterion for Committee-Based Active Learning.
Fredrik OlssonKatrin TomanekPublished in: CoNLL (2009)
Keyphrases
- stopping criterion
- active learning
- convergence rate
- pattern search
- selective sampling
- cost function
- machine learning
- learning algorithm
- learning strategies
- region merging
- learning process
- semi supervised
- labeled data
- random sampling
- training set
- merging algorithm
- clustering algorithm
- training examples
- experimental design