print.sgl {dfr} | R Documentation |
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: |
... |
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)
[Package dfr version 0.1.5 Index]