TreeSHAP Example Workflow – KNIME Community Hub

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TreeSHAP Example Workflow

Explainable-ml SHAP Explainable Tree Boosted

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Sep 2, 2021 12:23 PM

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An overview of the functions for the Tree SHAP nodes for the newly released TreeSHAP package.

External resources

Original SHAP code for python and more
Source code (GitHub)
Install the package

Loading deploymentsLoading ad hoc jobs

Used extensions & nodes

Extensions Nodes

Created with KNIME Analytics Platform version 4.6.0

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KNIME Base nodes
KNIME AG, Zurich, Switzerland
Versions 4.3.4, 4.6.0
knime
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KNIME Ensemble Learning Wrappers
KNIME AG, Zurich, Switzerland
Version 4.3.4
knime
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KNIME JavaScript Views
KNIME AG, Zurich, Switzerland
Versions 4.3.3, 4.6.0
knime
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KNIME Math Expression (JEP)
KNIME AG, Zurich, Switzerland
Version 4.3.0
knime
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KNIME Quick Forms
KNIME AG, Zurich, Switzerland
Version 4.6.0
knime
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TreeSHAP - Explainable Machine Learning in KNIME
Morris Kurz, morriskurz@gmail.com
Version 1.0.0
morris_kurz

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