Simulation Studies on Some Nearest Neighbor Rules for Statistical Classification.

摘要

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)