An Adaptive Strategy for Active Learning with Smooth Decision Boundary.
Andrea LocatelliAlexandra CarpentierSamory KpotufePublished in: CoRR (2017)
Keyphrases
- decision boundary
- active learning
- training set
- pattern classification
- unlabeled data
- support vector machine
- training samples
- nearest neighbor
- hyperplane
- data distribution
- data points
- machine learning
- linear classifiers
- semi supervised
- classification accuracy
- random sampling
- training examples
- base classifiers
- support vectors
- data streams