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Table 6 Modeling strategies and methods implemented in this study

From: Modeling maize above-ground biomass based on machine learning approaches using UAV remote-sensing data

Model Strategy Method Tuning parameters
MLR Linear regression Multiple linear regression
SVM Nonlinear regression Radial basis function SVM Sigma and C
ANN Nonlinear regression Averaged artificial neural networks H and lambda
RF Regression trees Random forest mtry