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/target_encode.sql at main · rasgointelligence/RasgoTransforms
GitHub

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

Summarize

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Last modified 7mo ago