The n-tuple classifier: too good to ignore

Abstract

The n-tuple pattern recognition method has been tested using a selection of 11 large data sets from the European Community StatLog project, so that the results could be compared with those reported for the 23 other algorithms the project tested. The results indicate that this ultra-fast memory-based method is a viable competitor with the others, which include optimisation-based neural network algorithms, even though the theory of memory-based neural computing is less highly developed in terms of statistical theory.

Divisions: Aston University (General)
Uncontrolled Keywords: n-tuple,pattern recognition,ultra-fast memory-based method,optimisation-based neural network algorithms
ISBN: NCRG/95/013
Last Modified: 28 May 2024 07:06
Date Deposited: 05 Oct 2009 12:47
PURE Output Type: Technical report
Published Date: 1995-06-15
Authors: Morciniec, Michal
Rohwer, Richard

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