plot.epcreg {EnsemblePCReg} | R Documentation |
epcreg
model
Function for generating diagnostics plot for epcreg
trained model.
## S3 method for class 'epcreg' plot(x, ...)
x |
Object of class |
... |
Arguments passed to/from other methods. |
Function plot.epcreg
creates two sub-plots in a figure: 1) a plot of base learner CV errors, with one data point per base learner configuration. The horizontal dotted line indicates the CV error corresponding to the chosen base learner configuration. For "default" method, this is the same as the minimum error of points on this plot; 2) plot of CV error as a function number of PC's used in PCR-based integration. The minimum point of this plot is chosen as the optimal number of PC's and subsequrnyl used for prediction.
Mansour T.A. Sharabiani, Alireza S. Mahani