Exponential Bound for Error Probability in NN-Discrimination.

Abstract

Let (theta,X) be a (1,2,...,s) x R to the d power-valued random vector and (theta sub 1, x sub 1),...,(theta sub n, x sub n) be iid. samples drawn from (theta,X). The so-called discrimination problem is to find a function of X, usually depending upon (theta sub n, x sub n),...,(theta sub, x sub n), which is used to predict the value of theta. One of the most frequently used approaches is the nearest neighbor discrimination rule. Keywords: population(mathematics); and random variables.

Open PDF

Document Details

Document Type
Technical Report
Publication Date
Apr 01, 1985
Accession Number
ADA160305

Entities

People

  • Z. D. Bai

Organizations

  • University of Pittsburgh

Tags

DTIC Thesaurus Topics

  • Air Force
  • Discrimination
  • Governments
  • Inequalities
  • Mathematics
  • Multivariate Analysis
  • Probability
  • Random Variables
  • Scientific Research
  • Statistics
  • Theorems
  • United States
  • United States Government
  • Universities

Readers

  • Analytical Mechanics
  • Regression Analysis.
  • Statistical inference.