Create a Validation Split for Tuning
Usage
validation_set(split, ...)
# S3 method for val_split
analysis(x, ...)
# S3 method for val_split
assessment(x, ...)
# S3 method for val_split
training(x, ...)
# S3 method for val_split
validation(x, ...)
# S3 method for val_split
testing(x, ...)
Arguments
- split
An object of class
initial_validation_split
, such as resulting frominitial_validation_split()
orgroup_initial_validation_split()
.- ...
These dots are for future extensions and must be empty.
- x
An
rsplit
object produced byvalidation_set()
.
Value
An tibble with classes validation_set
, rset
, tbl_df
, tbl
, and
data.frame
. The results include a column for the data split object and a
column called id
that has a character string with the resample identifier.
Examples
set.seed(1353)
car_split <- initial_validation_split(mtcars)
car_set <- validation_set(car_split)