plot.SDForest {SDModels} | R Documentation |
Plot performance of SDForest against number of trees
Description
This plot helps to analyze whether enough trees were used. If the loss does not stabilize one can fit another SDForest and merge the two.
Usage
## S3 method for class 'SDForest'
plot(x, ...)
Arguments
x |
Fitted object of class |
... |
Further arguments passed to or from other methods. |
Value
A ggplot object
Author(s)
Markus Ulmer
See Also
SDForest
set.seed(1)
n <- 10
X <- matrix(rnorm(n * 5), nrow = n)
y <- sign(X[, 1]) * 3 + rnorm(n)
model <- SDForest(x = X, y = y, Q_type = 'no_deconfounding', cp = 0.5, nTree = 500)
plot(model)
[Package SDModels version 1.0.13 Index]