This function draws validation plots of the sequential design of a (D)GP emulator or a bundle of (D)GP emulators.
Usage
draw(object, ...)
# S3 method for gp
draw(object, type = "rmse", log = FALSE, ...)
# S3 method for dgp
draw(object, type = "rmse", log = FALSE, ...)
# S3 method for bundle
draw(object, emulator = 1, type = "rmse", log = FALSE, ...)
Value
A patchwork object.
Arguments
object
can be one of the following emulator classes:
the S3 class gp.
the S3 class dgp.
the S3 class bundle.
...
N/A.
type
either "rmse", for the trace plot of RMSEs or customized evaluating metrics of emulators constructed during the sequential designs,
or "design", for visualizations of input designs created by the sequential design procedure. Defaults to "rmse".
log
a bool that indicates whether to plot RMSEs or customized evaluating metrics in log-scale if type = "rmse". Defaults to FALSE.
emulator
the index of the emulator packed in object if object is an instance of the bundle class.