Stream-based Active Learning in the Presence of Label Noise.
Mohamed-Rafik BougueliaYolande BelaïdAbdel BelaïdPublished in: ICPRAM (1) (2015)
Keyphrases
- label noise
- active learning
- data streams
- random sampling
- machine learning
- labeled data
- learning process
- training examples
- semi supervised learning
- noise tolerant
- class imbalance
- generalization error
- supervised learning
- relevance feedback
- training set
- learning algorithm
- unlabeled data
- semi supervised
- noise model
- training data
- sample complexity
- labeled examples