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grade_​SHAP_​tool

<p>Explains the math behind the numerical grade. It calculates the exact points each habit added or subtracted. Use this to explain <em>why</em> they got that grade and to advise them on which habits to fix to improve their score.</p>

Explains the math behind the numerical grade. It calculates the exact points each habit added or subtracted. Use this to explain why they got that grade and to advise them on which habits to fix to improve their score.

Input Processing & Validation

SHAP engine and output(regression)

String Configuration
SHAP Loop End
Column Expressions (legacy)
String Configuration
String Configuration
SHAP Loop Start
Table to JSON
Random Forest Predictor (Regression)
Tool Message Output
String Configuration
Missing Value (Apply)
String Configuration
Column Filter
String Configuration
using k-means to summarize the data to n prototypes row
SHAP Summarizer
Row Filter
String to Number
Model Reader
Variable to Table Row
CSV Reader
CSV Reader
Missing Value

Nodes

Extensions

Links

Download

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

Download Workflow
Created by: berna
Created at: 2026-05-31
On NodePit since: 2026-06-01
Last update: 2026-06-01
Created with KNIME version: v5.11.0

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