Comparative analysis of the EFuNN and the Support Vector Machine models for the classification of horticulture data
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Comparative analysis of the EFuNN and the Support Vector Machine models for the classification of horticulture data
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| Id. |
46207052 |
| Idioma |
inglés
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| Titulo |
Comparative analysis of the EFuNN and the Support Vector Machine models for the classification of horticulture data |
| Autor(es) |
Brendon J. Woodford
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| Localización |
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.18.4285
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| Versión |
1.0 |
| Estado |
Final
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| Descripción |
Support Vector Machines (SVM) over the past six years have emerged as one of the more robust classification architectures coupled with good generalisation capabilities. Similarly the Evolving Fuzzy Neural Network (EFuNN) have also been reported to posses these properties as well. This paper compares these two models and then applies them to the classification of two datasets taken from the horticulture industry. The results that are reported indicate that the EFuNN performs comparably well against its statistically based counterpart.
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| Tipo |
application/pdf
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| Tipo de recurso |
Texto Narrativo
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| Tipo de Interactividad |
Expositivo
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| Nivel de Interactividad |
muy bajo
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| Audiencia |
Estudiante
Profesor
Autor
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| Estructura |
Atomic |
| Coste |
no
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| Copyright |
sí
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Metadata may be used without restrictions as long as the oai identifier remains attached to it. |
| Formatos |
application/pdf
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| Requerimientos técnicos |
Browser: Any
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| Relación |
[IsBasedOn] http://divcom.otago.ac.nz/infosci/kel/CBIIS/pubs/pdf/wood-kasa-annes2001.pdf
[References] 10.1.1.15.9362
[References] 10.1.1.102.7476
[References] 10.1.1.34.4986
[References] 10.1.1.21.1720
[References] 10.1.1.83.6711
[References] 10.1.1.19.8015
[References] 10.1.1.108.12
[References] 10.1.1.4.1097
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| Fecha de contribución |
22-jul-2009 |
| Contacto |
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