Accession Number:

AD0731221

Title:

K-Nearest Neighbor Rules.

Descriptive Note:

Final phase rept.,

Corporate Author:

PURDUE UNIV LAFAYETTE IND SCHOOL OF ELECTRICAL ENGINEERING

Report Date:

1971-09-01

Pagination or Media Count:

170.0

Abstract:

The k - Nearest Neighbor Rule is one specific example of a statistical decision rule. The report deals with a specific modification of this rule. The topics included are the distribution of risk of any sample - based decision rule in terms of the training set sample size, rule structure and underlying probability densities, evaluation of a k - nearest neighbor rule, the metric used in non parametric decision rules. Author

Subject Categories:

  • Statistics and Probability
  • Cybernetics
  • Bionics

Distribution Statement:

APPROVED FOR PUBLIC RELEASE