STATISTICAL ANALYSIS OF ADAPTIVE LINEAR CLASSIFIERS,

Abstract

Contents note: The Pattern-Recognition Problem; An Adaptive Threshold Element; Fundamentals of Statistical Decision Theory; A Statistical Decription of the Characteristics of an Adaptive Threshold Element; The Use of the Patterns; Networks of Adalines; Some Experiments with Various Classifiers; The Preprocessor as a Measurement Selector; The Preprocessor as a Quantizer; and Some Experiments with Various Preprocessors.

Document Details

Document Type
Technical Report
Publication Date
Apr 01, 1964
Accession Number
AD0443844

Entities

People

  • G. F. Groner

Organizations

  • Stanford University

Tags

DTIC Thesaurus Topics

  • Computing-Related Activities
  • Data Science
  • Decision Theory
  • Information Science
  • Machine Learning
  • Measurement
  • Pattern Recognition
  • Recognition
  • Statistical Analysis
  • Statistical Decision Theory

Fields of Study

  • Engineering

Readers

  • Neural Network Machine Learning.
  • Radio communications and signal processing.

Technology Areas

  • AI & ML
  • AI & ML - Machine Learning Algorithms