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)]
)
You can call this function from:
- The FROM clause of a SELECT statement
- As part of a CREATE TABLE statement
- As part of a CREATE VIEW statement