plot.glinternet.cv

Plots the cross validation error against the lambda index. Uses <code>ggplot2</code> if found on the user's system.

 models

group-lasso

 interactions 

Group-Lasso INTERaction-NET. Fits linear pairwise-interaction models that satisfy strong hierarchy: if an interaction coefficient is estimated to be nonzero, then its two associated main effects also have nonzero estimated coefficients. Accommodates categorical variables (factors) with arbitrary numbers of levels, continuous variables, and combinations thereof. Implements the machinery described in the paper "Learning interactions via hierarchical group-lasso regularization" (JCGS 2015, Volume 24, Issue 3). Michael Lim & Trevor Hastie (2015) <DOI:10.1080/10618600.2014.938812>.

Michael Lim

glinternet

Learning Interactions via Hierarchical Group-Lasso
Regularization

Trevor Hastie

plot.glinternet.cv function

<dl> <dt>x</dt>
<dd><code>"glinternetCV"</code> object.</dd> <dt>...</dt>
<dd>Not used.</dd></dl>

Arguments

Michael Lim and Trevor Hastie Maintainer: Michael Lim <a href="/link/michael626%40gmail.com?package=glinternet&version=1.0.13" data-mini-rdoc="glinternet::michael626@gmail.com">michael626@gmail.com</a>

Author

Plot CV error from glinternetCV object. — plot.glinternet.cv

<dl>

 <dt>x</dt>
<dd><code>"glinternetCV"</code> object.</dd>

 <dt>...</dt>
<dd>Not used.</dd>

</dl>

Michael Lim and Trevor Hastie Maintainer: Michael Lim <a href='mailto:michael626@gmail.com'>michael626@gmail.com</a>

plot.glinternet.cv: Plot CV error from `glinternetCV` object.

Description

Usage

Value

Arguments

Author

See Also