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. |
41962715 |
| 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://citeseer.ist.psu.edu/527170.html
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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 |
pdf
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| Palabras clave |
Brendon J. Woodford Comparative analysis of the EFuNN and the Support Vector Machine models for the classification of horticulture data
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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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unrestricted |
| Formatos |
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] oai:CiteSeerPSU:454996
[References] oai:CiteSeerPSU:500489
[References] oai:CiteSeerPSU:541088
[References] oai:CiteSeerPSU:304819
[References] oai:CiteSeerPSU:543919
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| Fecha de contribución |
31-mar-2009 |
| Contacto |
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