“…Cross-validation is a model validation technique that tests how a statistical analysis performed on an independent dataset will result. Its main use is to examine the accuracy of a predictive system in practice [30,31].…”
Highlights• Modeling of wind power density values with machine learning algorithms.• Wind energy statistical analysis with Weibull cumulative distribution function.• Generating mathematical equations for wind power distribution.
“…Cross-validation is a model validation technique that tests how a statistical analysis performed on an independent dataset will result. Its main use is to examine the accuracy of a predictive system in practice [30,31].…”
Highlights• Modeling of wind power density values with machine learning algorithms.• Wind energy statistical analysis with Weibull cumulative distribution function.• Generating mathematical equations for wind power distribution.
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