noise.rst

noise

• Available in: 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

• seed
• blending
• inflection_point
• smoothing
• data_leakage_handling

Example

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