validate_response {collinear} | R Documentation |
Validate the 'response' argument for target encoding of non-numeric variables
Description
Requires the argument 'df' to be validated with validate_df()
.
Usage
validate_response(df = NULL, response = NULL, decimals = 4)
Arguments
df |
(required; data frame) A validated data frame with numeric and/or character predictors predictors, and optionally, a response variable. Default: NULL. |
response |
(optional, character string) Name of a numeric response variable. Character response variables are ignored. Default: NULL. |
decimals |
(required, integer) number of decimal places for the zero variance test. Default: 4 |
Value
character string with name of the response
Author(s)
Blas M. Benito
Examples
data(
vi
)
#validating example data frame
vi <- validate_df(
df = vi
)
#validating example predictors
response <- validate_response(
df = vi,
response = "vi_mean"
)
#tagged as validated
attributes(response)$validated
[Package collinear version 1.1.1 Index]