Plot function for S3 class "samQL"

Share:

Description

This function plots the regularization path (regularization parameter versus functional norm)

Usage

1
2
## S3 method for class 'samQL'
plot(x,...)

Arguments

x

An object with S3 class "samQL"

...

System reserved (No specific usage)

Details

The horizontal axis is for the regularization parameters in log scale. The vertical axis is for the functional norm of each component.

Author(s)

Tuo Zhao, Xingguo Li, Han Liu, Kathryn Roeder
Maintainers: Tuo Zhao<tourzhao@gmail.com>

References

P. Ravikumar, J. Lafferty, H.Liu and L. Wasserman. "Sparse Additive Models", Journal of Royal Statistical Society: Series B, 2009.
T. Zhao and H.Liu. "Sparse Additive Machine", International Conference on Artificial Intelligence and Statistics, 2012.

See Also

samQL