An Adaptive Strategy for Active Learning with Smooth Decision Boundary.
Andrea LocatelliAlexandra CarpentierSamory KpotufePublished in: ALT (2018)
Keyphrases
- decision boundary
- active learning
- training set
- pattern classification
- unlabeled data
- hyperplane
- nearest neighbor
- support vector machine
- training samples
- data points
- semi supervised
- training examples
- data distribution
- random sampling
- small number
- database systems
- learning process
- support vectors
- class distribution
- test set
- kernel function
- classification accuracy