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SHAP and Shapley Values Loop Nodes with AutoML (Regression)

Machine learning interpretability Mli Force plot Shapley Shap
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This worflow shows how to use SHAP and Shapley Values Loop nodes and it creates Stacked Bar Charts similar to Force Plots for you to compare and understand the explanations. SHAP algorithm needs a smaller table to represent the validation set. This is achieved with the SHAP Summarizer Component. This workflow is trained using AutoML (Regression) component.

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Created with KNIME Analytics Platform version 4.6.3
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