dc.contributor.author | Maz Jamilah, Masnan | |
dc.contributor.author | Nor Idayu, Mahat | |
dc.date.accessioned | 2010-11-28T02:20:39Z | |
dc.date.available | 2010-11-28T02:20:39Z | |
dc.date.issued | 2010-06-02 | |
dc.identifier.citation | Vol.5(6), p.478-483 | en_US |
dc.identifier.uri | http://dspace.unimap.edu.my/123456789/10329 | |
dc.description | 1st Regional Conference on Applied and Engineering Mathematics (RCAEM-I) 2010 organized by Universiti Malaysia Perlis (UniMAP) and co-organized by Universiti Sains Malaysia (USM) & Universiti Kebangsaan Malaysia (UKM), 2nd - 3rd June 2010 at Eastern & Oriental Hotel, Penang. | en_US |
dc.description.abstract | Classification methods have received remarkable demand from
various engineering fields for solving pattern recognition
problems. Various statistical classification methods ranging
from parametric, semi-parametric and non-parametric
methods have been proposed to meet such demand. Often,
researchers are influenced by choosing a popular method
rather than fully understand the appropriateness of using a
method. Such action will open them towards of having biased
results. This paper carries out some overviews on the existing
discussion of classification methods used in solving some
problems in engineering. The strengths and weaknesses of each
method will be discussed in different context of problems that
concern with the size of sample, number of measured variables
and types of variables. Some suggestions on identifying
suitable classification method will be given. | en_US |
dc.language.iso | en | en_US |
dc.publisher | Universiti Malaysia Perlis (UniMAP) | en_US |
dc.relation.ispartofseries | Proceedings of the 1st Regional Conference on Applied and Engineering Mathematics (RCAEM-I) 2010 | en_US |
dc.subject | Classification | en_US |
dc.subject | Error rate | en_US |
dc.subject | Non-parametric discriminant methods | en_US |
dc.subject | Parametric discriminant methods | en_US |
dc.subject | Semi-parametric discriminant methods | en_US |
dc.subject | Regional Conference on Applied and Engineering Mathematics (RCAEM) | en_US |
dc.title | Issues on the application of classification methods in Engineering | en_US |
dc.type | Working Paper | en_US |
dc.publisher.department | Institut Matematik Kejuruteraan | en_US |
dc.contributor.url | mazjamilah@unimap.edu.my | en_US |
dc.contributor.url | noridayu@uum.edu.my | en_US |