print.sgl: Prints information for one of the following object types:...

In dfr: Dual Feature Reduction for SGL

Prints information for one of the following object types: "sgl", "sgl_cv".

Description

Prints out useful metric from a model fit.

Usage

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

Arguments

x	Object of one of the following classes: "sgl", "sgl_cv".
...	further arguments passed to base function.

Value

A summary of the model fit(s).

See Also

dfr_sgl(), dfr_sgl.cv(), dfr_adap_sgl(), dfr_adap_sgl.cv()

Other SGL-methods: dfr_adap_sgl(), dfr_adap_sgl.cv(), dfr_sgl(), dfr_sgl.cv(), plot.sgl(), predict.sgl()

Examples

# specify a grouping structure
groups = c(rep(1:20, each=3),
          rep(21:40, each=4),
          rep(41:60, each=5),
          rep(61:80, each=6),
          rep(81:100, each=7))
# generate data
data = sgs::gen_toy_data(p=500, n=400, groups = groups, seed_id=3)
# run DFR-SGL 
model = dfr_sgl(X = data$X, y = data$y, groups = groups, type="linear", lambda = 1, alpha=0.95, 
standardise = "l2", intercept = TRUE, verbose=FALSE)
# print model
print(model)

dfr documentation built on April 4, 2025, 4:43 a.m.