plot.abessrpca {abess} | R Documentation |
Creat plot from a fitted "abessrpca
" object
Description
Produces a sparse-matrix/loss/tuning-value plot
for a fitted "abessrpca
" object.
Usage
## S3 method for class 'abessrpca'
plot(x, type = c("S", "loss", "tune"), support.size = NULL, label = TRUE, ...)
Arguments
x |
A "abessrpca " object.
|
type |
The plot type.
One of the following:
"S" (i.e., a heatmap for the sparse matrix estimation),
"loss" (i.e., a support.size versus loss plot),
and "tune" (i.e., , a support.size versus tuning value plot).
Default is "coef" .
|
support.size |
An integer vector specifies
the sparse matrix fitted at given support.size to be returned.
If support.size = NULL , then the sparse matrix with
the least tuning value would be returned.
Default: support.size = NULL .
|
label |
A logical value.
If label = TRUE (the default),
label the curves with variable sequence numbers.
|
... |
Other graphical parameters to plot
or stats::heatmap function
|
Value
No return value, called for side effects.
[Package
abess version 0.4.8
Index]