TD_ColumnTransformer Input - Analytics Database

Database Analytic Functions

Deployment
VantageCloud
VantageCore
Edition
Enterprise
IntelliFlex
VMware
Product
Analytics Database
Release Number
17.20
Published
June 2022
Language
English (United States)
Last Update
2024-10-04
dita:mapPath
gjn1627595495337.ditamap
dita:ditavalPath
ayr1485454803741.ditaval
dita:id
jmh1512506877710
Product Category
Teradata Vantageā„¢
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