Available in: Target Encoding
blending parameter defines whether the target average should be weighted based on the count of the group. It is often the case that some groups may have a small number of records and the target average will be unreliable. To prevent this, the blended average takes a weighted average of the group’s target value and the global target value.
Refer to the Target Encoding topic to view a detailed example.