Utilization of singularity exponent in nearest neighbor based classifier.
Marcel JirinaMarcel Jirina Jr.Published in: J. Classif. (2013)
Keyphrases
- nearest neighbor
- nearest neighbor classifier
- training set
- nearest neighbor rule
- k nearest neighbor
- nearest neighbor algorithm
- decision boundary
- nearest neighbor classification
- knn classifier
- knn
- instance selection
- nearest neighbor search
- training data
- high dimensional
- svm classifier
- class labels
- data points
- classification process
- high dimensional data
- classification method
- nearest neighbor queries
- training examples
- k nearest
- support vector
- decision trees
- classifier systems
- feature selection
- labeled images
- classification algorithm
- multiple classifiers
- learning phase
- index structure
- support vector machine
- bayesian classifier
- classification rate
- data sets
- query processing
- feature space
- nearest neighborhood