The k-Nearest Representatives Classifier: A Distance-Based Classifier with Strong Generalization Bounds.
Cyrus CousinsEli UpfalPublished in: DSAA (2017)
Keyphrases
- k nearest
- linear classifiers
- training data
- feature space
- training set
- training samples
- training examples
- generalization bounds
- data dependent
- learning algorithm
- support vector
- learning theory
- distance measure
- nearest neighbor algorithm
- euclidean distance
- upper bound
- pattern recognition
- decision trees
- feature selection