plot.partDependence {SDModels} | R Documentation |
Plot partial dependence
Description
This function plots the partial dependence of a model on a single variable.
Usage
## S3 method for class 'partDependence'
plot(x, n_examples = 19, ...)
Arguments
x |
An object of class |
n_examples |
Number of examples to plot in addition to the average prediction. |
... |
Further arguments passed to or from other methods. |
Value
A ggplot object.
Author(s)
Markus Ulmer
See Also
partDependence
set.seed(1)
x <- rnorm(10)
y <- sign(x) * 3 + rnorm(10)
model <- SDTree(x = x, y = y, Q_type = 'no_deconfounding', cp = 0.5)
pd <- partDependence(model, 1, X = x)
plot(pd)
[Package SDModels version 1.0.13 Index]