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Attribute selection impact on linear and nonlinear regression models for crop yield prediction
(Hindawi Publishing Corporation, 2014)
Efficient cropping requires yield estimation for each involved crop, where data-driven models are commonly applied. In recent years, some data-driven modeling technique comparisons have been made, looking for the best model ...
Predictive ability of machine learning methods for massive crop yield prediction
(Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria., 2014)
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 ...