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Quantile Normalization

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Versionv1.0Latest, created on 
Oct 20, 2023 1:29 PM
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This component implements quantile normalization, which is a technique to make two distributions identical in statistical properties. See https://en.wikipedia.org/wiki/Quantile_normalization for further information. Only numeric columns are used. There should be at least 1 numeric (interget, long, double types) column selected. All non-numeric columns as well as not selected numeric columns are kept in the output table.

Component details

Input ports
  1. Type: Table
    Input table
    Input table with at least one numeric column
Output ports
  1. Type: Table
    Output table
    Table with numeric columns having similar statistical properties.

Used extensions & nodes

Created with KNIME Analytics Platform version 4.1.0
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    KNIME CoreTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.1.0

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    KNIME Quick FormsTrusted extension

    KNIME AG, Zurich, Switzerland

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

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