Predictive ability of machine learning methods for massive crop yield prediction

Predictive ability of machine learning methods for massive crop yield prediction

An important issue for agricultural planning purposes is the accurate yield estimation for the numerous crops involved in the planning. Machine learning (ML) is an essential approach for achieving practical and effective solutions for this problem. Many comparisons of ML methods for yield prediction...

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Bibliographic Details
Main Authors: Alberto Gonzalez-Sanchez, Juan Frausto-Solis, Waldo Ojeda-Bustamante
Format: Article
Language:English
Published: Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria 2014-04-01
Series:Spanish Journal of Agricultural Research
Subjects:
regression trees
neural networks
support vector regression
k-nearest neighbor
multiple linear regression
Online Access:http://revistas.inia.es/index.php/sjar/article/view/4439

Internet

http://revistas.inia.es/index.php/sjar/article/view/4439

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