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Local Explanation View Component with a Custom Model

XAI Counterfactual Integrated Deployment Component Wine
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This workflow demonstrates the use of the Local Explanation View component on three separate datasets on which the different custom models are applied. The component can also be used on any other model or workflow segment appropriately captured with the integrated deployment framework.

External resources

  • KNIME Integrated Deployment
  • KNIME Verified Components
  • Interpretable Machine Learning - Christoph Molnar - 2022-07-12

Used extensions & nodes

Created with KNIME Analytics Platform version 4.6.1
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    KNIME Base nodes Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.1

    KNIME profile image
    knime
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    KNIME Distance Matrix Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    KNIME profile image
    knime
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    KNIME Ensemble Learning Wrappers Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    KNIME profile image
    knime
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    KNIME H2O Machine Learning Integration Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    KNIME profile image
    knime
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    KNIME Integrated Deployment Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    KNIME profile image
    knime
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    KNIME JavaScript Views Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.1

    KNIME profile image
    knime
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    KNIME Javasnippet Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    KNIME profile image
    knime
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    KNIME Math Expression (JEP) Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    KNIME profile image
    knime
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    KNIME Quick Forms Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    KNIME profile image
    knime
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    KNIME XGBoost Integration Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    KNIME profile image
    knime
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