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Guided Statistical Feature Selection

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Draft Latest edits on 
Oct 6, 2020 12:09 PM
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The Component does not produce any view or page withing the WebPortal application, but it processes the data by running a number of statistical tests to be used in the next Component composite view: Filter Columns

Component details

Input ports
  1. Type: Table
    Raw Data
    Raw Data + Flow Variables (e.g. "target_column")
  2. Type: Table
    Port 2
Output ports
  1. Type: Table
    Raw Data
    Same Table from Input
  2. Type: Table
    Columns Rank
    A table listing all the columns ranked by a number of metrics given their missing values, correlations, constant values and unique values.
  3. Type: Table
    Port 3
  4. Type: Workflow Port Object
    Port 4

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

    knime
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    KNIME Integrated DeploymentTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.2

    knime
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    KNIME JavaScript ViewsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.2

    knime
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    KNIME JavaScript Views (Labs)Trusted 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
  • Go to item
    KNIME Statistics NodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.2.0

    knime

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

Legal

By using or downloading the component, you agree to our terms and conditions.

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