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Just KNIME it-2_​Challenge-13_​v1

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https://www.knime.com/just-knime-it

13th challenge

1st time to use Shapley values

Better to improve

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0: train1: test80/20SHAPinputCRIM learnCRIM predictionCRIME predictionShapley Value100Impact for CRIMImpact for CRIMNode 1375SHAP Summarizer Partitioning Dependence Plot CSV Reader Shapley ValuesLoop End SHAP Loop End SHAP Loop Start Post-Processing Gradient Boosted TreesLearner (Regression) Gradient Boosted TreesPredictor (Regression) Gradient Boosted TreesPredictor (Regression) Dependence Plot Shapley ValuesLoop Start Row Sampling RowID RowID Bar Chart Bar Chart color 0: train1: test80/20SHAPinputCRIM learnCRIM predictionCRIME predictionShapley Value100Impact for CRIMImpact for CRIMNode 1375SHAP Summarizer Partitioning Dependence Plot CSV Reader Shapley ValuesLoop End SHAP Loop End SHAP Loop Start Post-Processing Gradient Boosted TreesLearner (Regression) Gradient Boosted TreesPredictor (Regression) Gradient Boosted TreesPredictor (Regression) Dependence Plot Shapley ValuesLoop Start Row Sampling RowID RowID Bar Chart Bar Chart color

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To use this workflow in KNIME, download it from the below URL and open it in KNIME:

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Created by: hirokiyoshida
Created at: 2023-03-30
On NodePit since: 2023-06-22
Last update: 2024-04-28
Created with KNIME version: v4.7.3
Tags: JKISeason2-13

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