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Multi-class support vector machine application in the field of agriculture and poultry: a review

This paper discusses and surveys the implementation of multiclass support vector machine algorithms in the field of agriculture and poultry. It presents the most common algorithms that have been deployed in the context of farming, which is then described and categorised depending on their properties...

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Main Authors: Nurhanna, A. A., Othman, M. F.
Format: Article
Published: Universiti Putra Malaysia 2017
Subjects:
T Technology (General)
Online Access:http://eprints.utm.my/id/eprint/76823/
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85017159490&partnerID=40&md5=f8df959613ff9fa8d50eea065ac028d1
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id my.utm.76823
record_format eprints
spelling my.utm.768232018-04-30T14:10:40Z http://eprints.utm.my/id/eprint/76823/ Multi-class support vector machine application in the field of agriculture and poultry: a review Nurhanna, A. A. Othman, M. F. T Technology (General) This paper discusses and surveys the implementation of multiclass support vector machine algorithms in the field of agriculture and poultry. It presents the most common algorithms that have been deployed in the context of farming, which is then described and categorised depending on their properties. We summarize the method used, their performance and accuracy to facilitate the process of choosing the best method for agriculture area, which involves other areas of interest. Universiti Putra Malaysia 2017 Article PeerReviewed Nurhanna, A. A. and Othman, M. F. (2017) Multi-class support vector machine application in the field of agriculture and poultry: a review. Malaysian Journal of Mathematical Sciences, 11 (S). pp. 35-52. ISSN 1823-8343 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85017159490&partnerID=40&md5=f8df959613ff9fa8d50eea065ac028d1
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic T Technology (General)
spellingShingle T Technology (General)
Nurhanna, A. A.
Othman, M. F.
Multi-class support vector machine application in the field of agriculture and poultry: a review
description This paper discusses and surveys the implementation of multiclass support vector machine algorithms in the field of agriculture and poultry. It presents the most common algorithms that have been deployed in the context of farming, which is then described and categorised depending on their properties. We summarize the method used, their performance and accuracy to facilitate the process of choosing the best method for agriculture area, which involves other areas of interest.
format Article
author Nurhanna, A. A.
Othman, M. F.
author_facet Nurhanna, A. A.
Othman, M. F.
author_sort Nurhanna, A. A.
title Multi-class support vector machine application in the field of agriculture and poultry: a review
title_short Multi-class support vector machine application in the field of agriculture and poultry: a review
title_full Multi-class support vector machine application in the field of agriculture and poultry: a review
title_fullStr Multi-class support vector machine application in the field of agriculture and poultry: a review
title_full_unstemmed Multi-class support vector machine application in the field of agriculture and poultry: a review
title_sort multi-class support vector machine application in the field of agriculture and poultry: a review
publisher Universiti Putra Malaysia
publishDate 2017
url http://eprints.utm.my/id/eprint/76823/
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85017159490&partnerID=40&md5=f8df959613ff9fa8d50eea065ac028d1
_version_ 1643657419007459328
score 13.160551

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