summary.big_sp_list {bigstatsr}R Documentation

Summary method

Description

Summary method for class big_sp_list.

Usage

## S3 method for class 'big_sp_list'
summary(object, best.only = FALSE, sort = FALSE, ...)

Arguments

object

An object of class big_sp_list.

best.only

Whether to return only one row corresponding to the best model? The best model is the one smallest ⁠$validation_loss⁠.

sort

Whether to sort by ⁠$validation_loss⁠. Default is FALSE.

...

Not used.

Value

A tibble with, for each ⁠$alpha⁠, a mean ⁠$validation_loss⁠, a mean vector of coefficients ⁠$beta⁠, the corresponding number of non-zero coefficients ⁠$nb_var⁠, and the reasons of method completion ⁠$message⁠.


[Package bigstatsr version 1.5.6 Index]