Some Further Considerations on the Estimation of Error of Misclassification Based on the Design Set.

Abstract

Estimates of the variance of the estimated probability of error for linear classifiers under normal distributions are calculated as related to dimensionality and the number of features. (Author)

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Document Details

Document Type
Technical Report
Publication Date
Oct 01, 1976
Accession Number
ADA033717

Entities

People

  • Kishan Mehrotra

Organizations

  • Syracuse University

Tags

Communities of Interest

  • C4I
  • Space

DTIC Thesaurus Topics

  • Artificial Intelligence
  • Computer Programs
  • Computers
  • Coordinate Systems
  • Covariance
  • Distribution Functions
  • Equations
  • Estimators
  • Gaussian Distributions
  • Normal Distribution
  • Numerical Integration
  • Pattern Recognition
  • Probability
  • Probability Distributions
  • Random Variables
  • Statistical Samples
  • Theorems

Fields of Study

  • Mathematics

Readers

  • Aerospace Test and Evaluation
  • Approximation Theory.
  • Neural Network Machine Learning.