TD_​TargetEncodingTransform

Using the target values generated by the TD_TargetEncodingFit function, it replaces the categories of the categorical column into numeric values thereby changing the schema of the input column to numeric.

Options

Accumulate
Specifies the input table columns to copy to the output table. By default, the function copies no input table columns to the output table.
Output Schema
Output Schema, if Volatile is true then use user login as the schema.
Output Table
Output Table
VAL Location
VAL Location
Volatile
Specifies whether the table should be a VOLATILE table. If true, then the table is automatically deleted, otherwise it is users responsibility to remove or clean it up for space.

Input Ports

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Connection to a Teradata Database Instance
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The relation that contains input data.
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The FitTable contains information for generating the target numeric values for each category.

Output Ports

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output of TD_TargetEncodingTransform

Nodes

Extensions

Links