TD_ColumnTransformer Output - 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
2024-04-06
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Product Category
Teradata Vantageā„¢

TD_ColumnTransformer Output

Column Data Type Description
TargetColumn
  • CHAR or VARCHAR for categorical columns
  • INTEGER, REAL, DECIMAL, or NUMBER for numeric columns
The columns transformed using the ColumnTransformer function.
otherColumns
  • CHAR or VARCHAR for categorical columns
  • INTEGER, REAL, DECIMAL, or NUMBER for numeric columns
The default columns from input to output.
NewColumns
  • CHAR or VARCHAR for categorical columns
  • INTEGER, REAL, DECIMAL, or NUMBER for numeric columns
The following FIT functions produce new columns:
  • TD_Polynomial FeaturesFit
  • TD_NonLinearCombineFit
  • TD_OneHotEncodingFit
The following functions change the schema of the target column:
  • TD_BincodeFit
  • TD_OrdinalEncodingFit