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Model Interpretability: SHAP to explain predictions of Decision Tree

TitanicML InterpretabilityDecision TreeExplainabilitySHAP
lisovyi profile image
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Jun 20, 2019 6:53 PM
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Demonstrates use of SHAP implemenatation in KNIME 4.0 and generates a basic view. Uses Decision Tree model for predicting survival of the Titanic. The workflow is a simplified version of https://kni.me/w/iuy-zmbLbhkAO3KU

External resources

  • Related forum post
  • Original workflow: Model Interpretability, Titanic
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Used extensions & nodes

Created with KNIME Analytics Platform version 4.0.1
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    KNIME CoreTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.0.1

    knime
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    KNIME JavaScript ViewsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.0.1

    knime
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    KNIME Machine Learning Interpretability ExtensionTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.0.0

    knime

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