Description Usage Arguments Value Author(s) See Also Examples
View source: R/summary.cv.biglasso.R
Summary method for cv.biglasso
objects.
1 2 3 4 5 
object 
A 
... 
Further arguments passed to or from other methods. 
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 noninteger printed values. 
summary.cv.biglasso
produces an object with S3 class
"summary.cv.biglasso"
which inherits class
"summary.cv.ncvreg"
. The class has its own print method and 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). 
min 
The index of 
lambda 
The sequence of 
cve 
Crossvalidation error (deviance). 
r.squared 
Proportion of variance explained by the model, as estimated by crossvalidation. 
snr 
Signal to noise ratio, as estimated by crossvalidation. 
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@gmail.com>
biglasso
, cv.biglasso
,
plot.cv.biglasso
1  ## See examples in "cv.biglasso" and "biglassopackage"

Loading required package: bigmemory
Loading required package: Matrix
Loading required package: ncvreg
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