TD_ColumnTransformer Input - Teradata Vantage

Teradata® VantageCloud Lake

Deployment
VantageCloud
Edition
Lake
Product
Teradata Vantage
Published
January 2023
Language
English (United States)
Last Update
2024-02-17
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Column Data Type Description
TargetColumn
  • CHAR or VARCHAR for categorical columns
  • INTEGER, REAL, DECIMAL, or NUMBER for numeric columns
The input table columns that requires transformation based on the FIT table.
Functions with categorical columns:
  • TD_OrdinalEncoding Fit
  • TD_OneHotEncoding Fit
Functions with numeric columns:
  • TD_Scale Fit
  • TD_Bincode Fit
  • TD_Function Fit
  • TD_NonLinearCombine Fit
  • TD_OutlierFilter Fit
  • TD_PolynomialFeatures Fit
  • TD_RowNormalize Fit
  • TD_SimpleImpute Fit