Class NumericArrayTransformation (0.5.1)

  NumericArrayTransformation 
 ( 
 mapping 
 = 
 None 
 , 
 * 
 , 
 ignore_unknown_fields 
 = 
 False 
 , 
 ** 
 kwargs 
 ) 
 

Treats the column as numerical array and performs following transformation functions.

  • All transformations for Numerical types applied to the average of the all elements.
  • The average of empty arrays is treated as zero.

Attribute

Name Description
invalid_values_allowed bool
If invalid values is allowed, the training pipeline will create a boolean feature that indicated whether the value is valid. Otherwise, the training pipeline will discard the input row from trainining data.

Inheritance

builtins.object > proto.message.Message > NumericArrayTransformation