summary.big_sp_list: Summary method
In bigstatsr: Statistical Tools for Filebacked Big Matrices
summary.big_sp_list 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.
bigstatsr documentation built on Sept. 11, 2024, 7:08 p.m.
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| summary.big_sp_list | 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 |
best.only |
Whether to return only one row corresponding to the best
model? The best model is the one smallest |
sort |
Whether to sort by |
... |
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.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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