singboost.plot: Plot function for the SingBoost coefficient paths
In gfboost: Gradient-Free Gradient Boosting

Description Usage Arguments Value Examples

Plot function for the SingBoost coefficient paths

1	singboost.plot(mod, M, m_iter, subnames = FALSE)

`mod`	singboost object.
`M`	An integer between 2 and `m_iter`. Indicates that in every M-th iteration, a singular iteration will be performed. Default is 10.
`m_iter`	Number of SingBoost iterations. Default is 100.
`subnames`	Use it only if the variable names are of the form ”letter plus number”. Better just ignore it.

Nothing. Plots SingBoost coefficient paths

{glmres<-glmboost(Sepal.Length~.,iris)
glmres
attributes(varimp(glmres))$self
attributes(varimp(glmres))$var
firis<-as.formula(Sepal.Length~.)
Xiris<-model.matrix(firis,iris)
Diris<-data.frame(Xiris[,-1],iris$Sepal.Length)
plot(glmres)
singpath<-path.singboost(Diris)
singboost.plot(singpath,10,100,subnames=FALSE)}