k-nearest-neighbor Bayes-risk estimation.
Keinosuke FukunagaLarry D. HostetlerPublished in: IEEE Trans. Inf. Theory (1975)
Keyphrases
- k nearest neighbor
- bayes risk
- knn
- nearest neighbor
- loss function
- neural network
- upper and lower bounds
- text categorization
- input space
- feature selection
- support vector machine
- posterior probability
- knn classifier
- reproducing kernel hilbert space
- distance function
- regularization parameter
- multiscale
- cross validation
- density estimation
- estimation error
- text classification
- approximation error
- bayesian networks
- training data