This function plots the partial dependence of a model on a single variable.
# S3 method for class 'partDependence'
plot(x, n_examples = 19, ...)An object of class partDependence returned by partDependence.
Number of examples to plot in addition to the average prediction.
Further arguments passed to or from other methods.
A ggplot object.
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)