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Annals of Botany 79 : 251257, 1997Crossvalidation of Nonlinear Growth Functions for Modelling Tree HeightDiameter Relationships TIANJIN ZHANG Faculty of Forestry, State Uni density of New York, College
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Cross-validation of non-linear growth is a statistical technique used to assess how well a non-linear model generalizes to new data.
Researchers, statisticians, and data analysts who are working with non-linear growth models are required to perform cross-validation to evaluate the model's performance.
Cross-validation of non-linear growth involves splitting the dataset into training and testing sets, fitting the non-linear model on the training set, and then assessing its performance on the testing set.
The purpose of cross-validation of non-linear growth is to check the generalization ability of the non-linear model and prevent overfitting.
The results of cross-validation, including metrics such as accuracy, precision, recall, and F1 score, should be reported along with any insights gained from the analysis.
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