A comparative analysis of machine classifiers

Kevin L. Priddy

doi:10.1117/12.548345

12 April 2004 A comparative analysis of machine classifiers

Kevin L. Priddy

Proceedings Volume 5421, Intelligent Computing: Theory and Applications II; (2004) https://doi.org/10.1117/12.548345
Event: Defense and Security, 2004, Orlando, Florida, United States

Abstract

An analysis of training techniques for a machine classifier is presented using three methods of training the weights of the classifier. The decision regions for a four class problem are presented to illustrate the differences made by each of the training methods.

Citation Download Citation

Kevin L. Priddy "A comparative analysis of machine classifiers", Proc. SPIE 5421, Intelligent Computing: Theory and Applications II, (12 April 2004); https://doi.org/10.1117/12.548345

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available