Theoretical Analysis of the Nearest Neighbor Classifier in Noisy Domains.
Seishi OkamotoNobuhiro YugamiPublished in: ICML (1996)
Keyphrases
- nearest neighbor classifier
- theoretical analysis
- nearest neighbor
- prototype selection
- distance measure
- stochastic gradient
- dynamic time warping
- numerical simulations
- training samples
- nearest neighbor classification
- optimum path forest
- noisy data
- noisy environments
- cross domain
- application domains
- distance function
- similarity measure
- image processing
- database