TD_SMOTE Syntax | SMOTE | Teradata Vantage - TD_SMOTE Syntax - Teradata Vantage

TD_SMOTE (
  ON { table | view | (query) } AS InputTable PARTITION BY ANY
  [ON { table } AS EncodingsTable DIMENSION]
  USING
  IDColumn ('id_column')
  ResponseColumn ('response_column')
  InputColumns({'input_column'|input_column_range}[,...])
  MinorityClass('minorityClass')
  [CategoricalInputColumns({'categorical_input_column'|categorical_input_column_range}[,...])]
  [MedianStandardDeviation(med)]
  [OversamplingFactor(oversamplingFactor)]
  [SamplingStrategy('smote'|'adasyn'|'borderline'|'smotenc')]
  [FillSampleID('true'|'t'|'yes'|'y'|'1'|'false'|'f'|'no'|'n'|'0')]
  [ValueForNonInputColumns('sample'|'neighbor'|'null')]
  [NumberOfNeighbors (number_of_neighbors)]
  [Seed (seed)]
)