noise

• Available in Data Preparation for Target Encoding

Description

If random noise should be added to the target average, the noise parameter can be used to specify the amount of noise to be added. This value defaults to 0.01 * range of y of random noise.

Related Parameters

• blended_avg

• holdout_type

• smoothing

• inflection_point

Example

Refer to the Target Encoding data munging topic to view a detailed example.