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Hierarchical Clustering and Heatmap

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This component performs hierarchical clustering on numeric input data. The results are displayed in a composite interactive view containing a dendrogram and a heatmap. The rows of the heatmap are sorted by the associated clusters. The dendrogram view can be used to change the number of clusters. Required extensions: KNIME JavaScript Views (Labs) https://hub.knime.com/knime/extensions/org.knime.features.js.views.labs/latest

Component details

Input ports
  1. Type: Table
    Port 1
    Input table with numeric columns that are used to calculate the distances for the clustering. Row names will be used for the x-axis of the dendrogram. Row- and column names will be displayed in the heatmap accordingly.
Output ports
  1. Type: Table
    Port 1
    Input table with column containing associated cluster names

Used extensions & nodes

Created with KNIME Analytics Platform version 4.1.0
  • KNIME Core Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.1.0

  • KNIME Distance Matrix Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.1.0

  • KNIME JavaScript Views Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.1.0

  • KNIME JavaScript Views (Labs) Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.1.0

  • KNIME Quick Forms Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.1.0