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Andrews plot

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Feb 24, 2022 9:55 AM
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Andrews curves allow one to plot multivariate data as a large number of curves that are created using the attributes of samples as coefficients for Fourier series, see the Wikipedia entry for more information. By coloring these curves differently for each class it is possible to visualize data clustering. Curves belonging to samples of the same class will usually be closer together and form larger structures. Uses Pandas (python) to plot the curves.

Component details

Input ports
  1. Type: Table
    dataframe
    Input here KNIME dataframe
Output ports
  1. Type: Image
    Andrews plot
    Andrews plot image

Used extensions & nodes

Created with KNIME Analytics Platform version 4.5.1
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    KNIME Base nodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.1

    knime
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    KNIME Python Integration

    KNIME AG, Zurich, Switzerland

    Version 4.5.1

    knime
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    KNIME Quick FormsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.0

    knime

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