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Application of artificial neural network and support vector regression in predicting mass of ber fruits (Ziziphus mauritiana Lamk.) based on fruit axial dimensions

Fruit quality attributes are important factors for designing a market for agricultural goods and commodities. Support vector regression (SVR), MLR, and ANN models were established to predict the mass of ber fruits (Ziziphus mauritiana Lamk.) based on the axial dimensions of the fruit from manual mea...

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Detalles Bibliográficos
Autores principales: Abdel-Sattar, Mahmoud, Aboukarima, Abdulwahed M., Alnahdi, Bandar M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7790383/
https://www.ncbi.nlm.nih.gov/pubmed/33411790
http://dx.doi.org/10.1371/journal.pone.0245228