Scalable Active Learning by Approximated Error Reduction.
Weijie FuMeng WangShijie HaoXindong WuPublished in: KDD (2018)
Keyphrases
- error reduction
- active learning
- semi supervised
- class imbalance
- classification error
- iterative learning
- significant improvement
- classification accuracy
- labeled data
- learning algorithm
- feature selection
- machine learning
- semi supervised learning
- supervised learning
- training set
- random sampling
- generalization error
- decision trees