Simulation Studies on Some Nearest Neighbor Rules for Statistical Classification.
Abstract
The performances of the distance nearest neighbor rule, one-stage rank nearest neighbor rule and two-stage rank nearest neighbor rule for the two-population statistical classification problem are studied through simulation processes. Normal distributions with different mean, normal distributions with different variances, exponential distributions and Cauchy distributions are considered. (Author)
Document Details
- Document Type
- Technical Report
- Publication Date
- Nov 01, 1977
- Accession Number
- ADA049548
Entities
People
- David Aarons
- Somesh Das Gupta
Organizations
- University of Minnesota