featurebyte.MissingValueImputation

class MissingValueImputation(

*,

imputed_value: Union[StrictInt, StrictFloat, StrictStr, bool, NoneType]=None,

type: Literal["missing"]="missing"

)

Description

MissingValueImputation class is used to declare the operation to impute the missing value of a table column.

Parameters

• imputed_value: Union[StrictInt, StrictFloat, StrictStr, bool, NoneType]
  Value to fill missing values.
  
  
• type: Literal["missing"]
  default: "missing"
  
  
  

Examples

Create an imputation rule to replace missing value with 0

>>> fb.MissingValueImputation(imputed_value=0)