Local Explanation View Component with a Custom Model

Workflow

Local Explanation View Component with a Custom Model

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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

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

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Local Explanation View Component with a Custom Model

External resources

KNIME Base nodes

KNIME Distance Matrix

KNIME Ensemble Learning Wrappers

KNIME H2O Machine Learning Integration

KNIME Integrated Deployment

KNIME JavaScript Views

KNIME Javasnippet

KNIME Math Expression (JEP)

KNIME Quick Forms

KNIME XGBoost Integration

Legal

Local Explanation View Component with a Custom Model

External resources

Used extensions & nodes

KNIME Base nodesTrusted extension

KNIME Distance MatrixTrusted extension

KNIME Ensemble Learning WrappersTrusted extension

KNIME H2O Machine Learning IntegrationTrusted extension

KNIME Integrated DeploymentTrusted extension

KNIME JavaScript ViewsTrusted extension

KNIME JavasnippetTrusted extension

KNIME Math Expression (JEP)Trusted extension

KNIME Quick FormsTrusted extension

KNIME XGBoost IntegrationTrusted extension

Legal

KNIME Base nodes

KNIME Distance Matrix

KNIME Ensemble Learning Wrappers

KNIME H2O Machine Learning Integration

KNIME Integrated Deployment

KNIME JavaScript Views

KNIME Javasnippet

KNIME Math Expression (JEP)

KNIME Quick Forms

KNIME XGBoost Integration