One-shot learners using negative counterexamples and nearest positive examples.
Sanjay JainEfim B. KinberPublished in: Theor. Comput. Sci. (2009)
Keyphrases
- positive examples
- negative examples
- positive and negative
- negative training examples
- positive and negative examples
- positive data
- concept learning
- background knowledge
- training data
- positive and unlabeled examples
- training examples
- training set
- learning experience
- e learning
- learning process
- nearest neighbor
- binary classification
- unlabeled data
- decision rules
- data points
- hypothesis space
- learning environment
- statistical queries
- learning from positive data
- feature extraction
- knn
- domain knowledge
- multi class