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.
Workflow 
SHAP and Shapley Values Loop Nodes with AutoML (Regression)
External resources
Used extensions & nodes
Created with KNIME Analytics Platform version 4.7.0
- Go to item
KNIME AG, Zurich, Switzerland
Versions 4.6.2, 4.7.0
- Go to item
KNIME AG, Zurich, Switzerland
Version 4.7.0
- Go to item
KNIME AG, Zurich, Switzerland
Version 4.7.0
- Go to item
KNIME AG, Zurich, Switzerland
Version 4.6.2
- Go to item
KNIME AG, Zurich, Switzerland
Version 4.7.0
- Go to item
KNIME AG, Zurich, Switzerland
Version 4.7.0
- Go to item
KNIME AG, Zurich, Switzerland
Version 4.7.0
- Go to item
KNIME AG, Zurich, Switzerland
Version 4.7.0
- Go to item
KNIME AG, Zurich, Switzerland
Version 4.7.0
- Go to item
KNIME AG, Zurich, Switzerland
Version 4.7.0
- Go to item
KNIME AG, Zurich, Switzerland
Version 4.7.0
- Go to item
KNIME AG, Zurich, Switzerland
Version 4.7.0
- Go to item
KNIME AG, Zurich, Switzerland
Version 4.7.0
- Go to item
KNIME AG, Zurich, Switzerland
Version 4.7.0
- Go to item
KNIME AG, Zurich, Switzerland
Version 4.7.0
- Go to item
KNIME AG, Zurich, Switzerland
Version 4.7.0
- Go to item
KNIME AG, Zurich, Switzerland
Version 4.7.0
- Go to item
Vernalis Research Ltd, Cambridge, UK
Version 1.36.1
Loading deployments
Loading ad hoc executions
Legal
By using or downloading the workflow, you agree to our terms and conditions.