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02_​SHAP_​and_​Shapley_​Values

This worflow shows how to use SHAP and Shapley Values Loop nodes and creates Stacked Bar Charts similar to Force Plots for you to compare theexplanations. using k-means to summarize the data to n prototypes rowPort 0 : train setPort 1: test set SHAP : Look at the viewof this componentusing SHAP Summarizer Sampling weightSampled 100 rowswinequality-red.csvShapley Values : Look at the viewof this componentSHAP Summarizer Partitioning Dependence Plot Shapley ValuesLoop End SHAP Loop End Shapley ValuesLoop Start SHAP Loop Start Row Sampling Post-Processing CSV Reader Gradient Boosted TreesLearner (Regression) Gradient Boosted TreesPredictor (Regression) Gradient Boosted TreesPredictor (Regression) Dependence Plot This worflow shows how to use SHAP and Shapley Values Loop nodes and creates Stacked Bar Charts similar to Force Plots for you to compare theexplanations. using k-means to summarize the data to n prototypes rowPort 0 : train setPort 1: test setSHAP : Look at the viewof this componentusing SHAP Summarizer Sampling weightSampled 100 rowswinequality-red.csvShapley Values : Look at the viewof this componentSHAP Summarizer Partitioning Dependence Plot Shapley ValuesLoop End SHAP Loop End Shapley ValuesLoop Start SHAP Loop Start Row Sampling Post-Processing CSV Reader Gradient Boosted TreesLearner (Regression) Gradient Boosted TreesPredictor (Regression) Gradient Boosted TreesPredictor (Regression) Dependence Plot

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Created by: simon
Created at: 2018-05-15
On NodePit since: 2022-11-19
Last update: 2024-11-21
Created with KNIME version: v4.6.3

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