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VIFs

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Nov 10, 2020 11:53 AM
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This component calculates the Variance Inflation Factors (VIFs) of the numerical predictors in a Multiple Linear Regression model.

Component details

Input ports
  1. Type: Table
    Model input table
    Connect to the input data table (same table that feeds the Linear Regression Learner node)
Output ports
  1. Type: Table
    VIFs
    Variance Inflation Factors

Used extensions & nodes

Created with KNIME Analytics Platform version 4.2.2
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    KNIME Base nodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.2

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    KNIME JavaScript ViewsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.2

    knime
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    KNIME JavasnippetTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.0

    knime
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    KNIME Math Expression (JEP)Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.2

    knime
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    KNIME Quick FormsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.2

    knime

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

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