Target Encode

Encode a categorical column with the average value of a target column for the corresponding value of the categorical column.

See scikit-learn's TargetEncoder for full documentation.

Parameters

Name	Type	Description	Is Optional
column	column	Column name to target encode
target	column	Numeric target column to use to create averages

Example

ds = rasgo.get.dataset(id)

ds2 = ds.target_encode(column='WEATHER_DESCRIPTION', target='DAILY_HIGH_TEMP')
ds2.preview()

Source Code

RasgoTransforms/rasgotransforms/rasgotransforms/transforms/target_encode/target_encode.sql at main · rasgointelligence/RasgoTransformsGitHub