summary.widenet

print.summary.widenet


The <code>"widenet"</code> object to summarize.


object


An object of class <code>"summary.widenet"</code>.


digits


For the summary method: ignored.
For the print method: passed to <code>print.default</code>.


Extends the glmnet and relaxnet packages with polynomial basis expansions. Basis expansion is applied to the predictors and a subset of the basis functions is chosen using relaxnet. Predictors may be screened using correlation or t-tests. Screening is done separately within cross-validation folds. Cross-validation may be used to select the order of basis expansion and alpha, the elastic net tuning parameter.

summary.widenet: Generate and print summaries of class `"widenet"` objects.

Description

Usage

Arguments

Value

See Also