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Generating Gaussian Clusters

Gaussian distributionClusteringData generation
AV
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Apr 17, 2024 11:34 AM
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In this workflow, each cluster is based on three Gaussian distributed values, which form the final cluster. The workflow demonstrates how the data generation nodes can be used in combination to generate a complex dataset. First each data point is assigned a cluster. Next, for each cluster three dimensions are generated based on a Guassian distribution. Finally the stresser node is used to add some random noise.

External resources

  • Description of the modular data generation plugin
  • Paper about the data generation plugin
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Used extensions & nodes

Created with KNIME Analytics Platform version 4.1.1
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    KNIME CoreTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.1.0

    knime
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    KNIME Data GenerationTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.1.0

    knime

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