Accession Number:

AD0699616

Title:

ISODATA, A NOVEL METHOD OF DATA ANALYSIS AND PATTERN CLASSIFICATION

Descriptive Note:

Technical rept.

Corporate Author:

STANFORD RESEARCH INST MENLO PARK CA

Personal Author(s):

Report Date:

1965-04-01

Pagination or Media Count:

79.0

Abstract:

ISODATA, a novel method of data analysis and pattern classification, is described in verbal and pictorial terms, in terms of a two-dimensional example, and by giving the mathematical calculations that the method uses. The technique clusters many-variable data around points in the datas original high- dimensional space and by doing so provides a useful description of the data. A brief summary of results from analyzing alphanumeric, gaussian, sociological and meteorological data is given. In the appendix, generalizations of the existing technique to clustering around lines and planes are discussed and a tentative algorithm for clustering around lines is given.

Subject Categories:

  • Statistics and Probability
  • Computer Programming and Software
  • Bionics

Distribution Statement:

APPROVED FOR PUBLIC RELEASE