Nearest neighbors distance ratio open-set classifier.
Pedro Ribeiro Mendes JúniorRoberto Medeiros de SouzaRafael de Oliveira WerneckBernardo V. SteinDaniel V. PazinatoWaldir R. de AlmeidaOtávio A. B. PenattiRicardo da Silva TorresAnderson RochaPublished in: Mach. Learn. (2017)
Keyphrases
- nearest neighbor
- decision boundary
- distance function
- nearest neighbor classifier
- nearest neighbor rule
- training set
- k nearest neighbor
- knn
- knn classifier
- k nearest
- nearest neighbor algorithm
- triangle inequality
- nearest neighbor classification
- distance measure
- data points
- training data
- intra class
- data sets
- support vector machine
- training samples
- nearest neighbor search
- training set size
- pattern classification
- euclidean distance
- support vector
- high dimensional data
- class conditional
- classification algorithm
- classification process
- query point
- class labels
- feature selection
- high dimensional
- active learning
- feature set
- training examples
- classification method
- classification rate
- linear classifiers
- classifier combination
- learning classifier systems
- high dimensional spaces
- unlabeled data
- labeled data
- input data
- distance metric
- hamming distance