Plots the cross-validation curve against a function of lambda
values. The function also provides the upper and lower standard deviation curves.
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x |
A fitted |
sign.lambda |
Whether to plot against |
... |
Other graphical parameters to |
This function depicts the cross-validation curves. This function is modified based on the plot.cv
function from the glmnet
and the gcdnet
packages.
Boxiang Wang and Hui Zou
Maintainer: Boxiang Wang boxiang@umn.edu
Wang, B. and Zou, H. (2015)
“Sparse Distance Weighted Discrimination", Journal of Computational and Graphical Statistics, forthcoming.
http://arxiv.org/abs/1501.06066
Yang, Y. and Zou, H. (2013)
“An Efficient Algorithm for Computing the HHSVM and Its Generalizations",
Journal of Computational and Graphical Statistics, 22(2), 396–415
http://users.stat.umn.edu/~yiyang/resources/papers/JCGS_gcdnet.pdf
Friedman, J., Hastie, T., and Tibshirani, R. (2010), "Regularization paths for generalized
linear models via coordinate descent," Journal of Statistical Software, 33(1), 1–22
http://www.jstatsoft.org/v33/i01/paper
cv.sdwd
.
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Questions? Problems? Suggestions? Tweet to @rdrrHQ or email at ian@mutexlabs.com.
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