plot.mixture {opera} | R Documentation |
Plot an object of class mixture
Description
provides different diagnostic plots for an aggregation procedure.
Usage
## S3 method for class 'mixture'
plot(
x,
pause = FALSE,
col = NULL,
alpha = 0.01,
dynamic = T,
type = "all",
max_experts = 50,
col_by_weight = TRUE,
...
)
Arguments
x |
an object of class mixture. If awake is provided (i.e., some experts are unactive), their residuals and cumulative losses are computed by using the predictions of the mixture. |
pause |
if set to TRUE (default) displays the plots separately, otherwise on a single page |
col |
the color to use to represent each experts, if set to NULL (default) use R |
alpha |
|
dynamic |
|
type |
|
max_experts |
|
col_by_weight |
|
... |
additional plotting parameters |
Value
plots representing: plot of weights of each expert in function of time, boxplots of these weights,
cumulative loss of each expert in function of time, cumulative residuals
of each
expert's forecast in function of time, average loss suffered by the experts and the contribution of each expert to the aggregation
in function of time.
Author(s)
Pierre Gaillard <pierre@gaillard.me>
Yannig Goude <yannig.goude@edf.fr>
See Also
See opera-package
and opera-vignette for a brief example about how to use the package.