print.sgdnet: Print a Path Summary for a Fit from sgdnet

In jolars/sgdnet: Fast Sparse Linear Models for Big Data with SAGA

Description

Print a Path Summary for a Fit from sgdnet

Usage

## S3 method for class 'sgdnet'
print(x, ...)

Arguments

x	an object of class 'sgdnet', typically the result of calling sgdnet()
...	other arguments passed to print()

Value

Prints (and return invisibly) a table of the regularization path from the fit with the following columns:

Df	pseudo-degrees of freedom, namely the number of non-zero coefficients
%Dev	the percentage of deviance explained
Lambda	the lambda value (regularization strength) of the fit

See Also

sgdnet(), print.sgdnet()

Examples

fit <- sgdnet(with(mtcars, cbind(drat, hp)), mtcars$disp)
print(fit, digits = 1)

jolars/sgdnet documentation built on May 22, 2019, 11:52 p.m.