Visualization of neuralGAM object with base graphics

Visualization of a fitted neuralGAM. Plots learned partial effects, either as scatter/line plots for continuous covariates or s for factor covariates. Confidence and/or prediction intervals can be added if available.

# S3 method for class 'neuralGAM'
plot(
  x,
  select = NULL,
  xlab = NULL,
  ylab = NULL,
  interval = c("none", "confidence", "prediction", "both"),
  level = 0.95,
  ...
)

Arguments

x: A fitted neuralGAM object as produced by neuralGAM().
select: Character vector of terms to plot. If NULL (default), all terms are plotted.
xlab: Optional custom x-axis label(s).
ylab: Optional custom y-axis label(s).
interval: One of c("none","confidence","prediction","both"). Default "none". Controls whether intervals are plotted.
level: Coverage level for intervals (e.g. 0.95). Default 0.95.
...: Additional graphical arguments passed to plot().

Value

Produces plots on the current graphics device.

Author

Ines Ortega-Fernandez, Marta Sestelo.