TD_ColumnTransformer Input - Teradata VantageCloud Lake

Lake - Analyze Your Data with ClearScape Analytics™
Deployment
VantageCloud
Edition
Lake
Product
Teradata VantageCloud Lake
Release Number
Published
February 2025
ft:locale
en-US
ft:lastEdition
2026-02-20
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tcl1683670667798.ditamap
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pny1626732985837.ditaval
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tcl1683670667798
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