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 |