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TD_TargetEncodingFit

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Draft Latest edits on 
Mar 28, 2024 5:15 PM
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This function takes an input table partitioned by ANY and a category table as Dimension and generates hyperparameters for each unique category in the target columns.

Component details

Input ports
  1. Type: DB Session
    Teradata Connection
    Connection to a Teradata Database Instance
  2. Type: Table
    InputTable
    Specifies the table containing the input categorical target columns.
  3. Type: Table
    CategoryTable
    Specifies the table containing the unique categories and their counts for each target columns.
Output ports
  1. Type: Table
    output of TD_TargetEncodingFit
    output of TD_TargetEncodingFit

Used extensions & nodes

Created with KNIME Analytics Platform version 4.7.0
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    KNIME Base nodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.7.0

    knime
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    KNIME DatabaseTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.7.0

    knime
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    KNIME Python IntegrationTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.7.0

    knime
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    KNIME Quick FormsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.7.0

    knime

This component does not have nodes, extensions, nested components and related workflows

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