Description Usage Arguments Value Author(s) References See Also Examples
View source: R/summary.cv.grpregOverlap.R
Summary method for cv.grpregOverlap
objects
1 2 3 4 5 |
object |
A |
x |
A |
digits |
Number of digits past the decimal point to print out. Can be a vector specifying different display digits for each of the five non-integer printed values. |
... |
Further arguments passed to or from other methods. |
summary.cv.grpregOverlap
produces an object with S3 class "summary.cv.grpregOverlap"
which inherits class "summary.cv.grpreg"
. The object contains the following list elements:
penalty |
The penalty used by |
model |
Either |
n |
Number of observations |
p |
Number of regression coefficients (not including the intercept). |
p.latent |
Number of latent coefficients (not including the intercept). |
min |
The index of |
lambda |
The sequence of |
cve |
Cross-validation error (deviance). |
r.squared |
Proportion of variance explained by the model, as estimated by cross-validation. |
snr |
Signal to noise ratio, as estimated by cross-validation. |
sigma |
For linear regression models, the scale parameter estimate. |
pe |
For logistic regression models, the prediction error (misclassification error). |
Yaohui Zeng and Patrick Breheny
Maintainer: Yaohui Zeng <yaohui-zeng@uiowa.edu>
Breheny P (2014). R package 'grpreg'. https://CRAN.R-project.org/package=grpreg/grpreg.pdf
grpregOverlap
, cv.grpregOverlap
1 | ## See examples in "grpregOverlap" and "cv.grpregOverlap".
|
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