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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