Skip to main content

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