catto_loo: Leave-one-out encoding
In bfgray3/cattonum: Encode Categorical Features
catto_loo R Documentation
Leave-one-out encoding
Description
Leave-one-out encoding
Usage
catto_loo(train, ..., response = NULL, test = NULL, verbose = TRUE)
Arguments
train
The training data, in a data.frame or tibble.
...
The columns to be encoded. If none are specified, then
all character and factor columns are encoded.
response
The response variable used to calculate means.
test
The test data, in a data.frame or tibble.
verbose
Should informative messages be printed? Defaults to
TRUE.
Value
The encoded dataset in a cattonum_df if no test dataset was
provided, and the encoded datasets in a cattonum_df2 otherwise.
Examples
catto_loo(iris, response = Sepal.Length)
bfgray3/cattonum documentation built on Nov. 6, 2022, 11:33 a.m.
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| catto_loo | R Documentation |
Leave-one-out encoding
Description
Leave-one-out encoding
Usage
catto_loo(train, ..., response = NULL, test = NULL, verbose = TRUE)
Arguments
train |
The training data, in a |
... |
The columns to be encoded. If none are specified, then all character and factor columns are encoded. |
response |
The response variable used to calculate means. |
test |
The test data, in a |
verbose |
Should informative messages be printed? Defaults to
|
Value
The encoded dataset in a cattonum_df if no test dataset was
provided, and the encoded datasets in a cattonum_df2 otherwise.
Examples
catto_loo(iris, response = Sepal.Length)
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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