A NOTE ON COMPARING CLASSIFIERS

Authors
Citation
Rpw. Duin, A NOTE ON COMPARING CLASSIFIERS, Pattern recognition letters, 17(5), 1996, pp. 529-536
Citations number
22
Categorie Soggetti
Computer Sciences, Special Topics","Computer Science Artificial Intelligence
Journal title
ISSN journal
01678655
Volume
17
Issue
5
Year of publication
1996
Pages
529 - 536
Database
ISI
SICI code
0167-8655(1996)17:5<529:ANOCC>2.0.ZU;2-N
Abstract
Recently many new classifiers have been proposed, mainly based on neur al network techniques. Comparisons are needed to evaluate the performa nce of the new methods. It is argued that a straightforward fair compa rison demands automatic classifiers with no user interaction. As this conflicts with one of the main characteristics of neural networks, the ir flexibility, the question whether they are better or worse than tra ditional techniques might be undecidable.