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Fairness_​Metric_​on_​Custom_​Model

Fairness Scorer on Custom Model Example
Top: train setBottom: test setCredit scoringdataUndersamplingof the frequent"creditworthy" classopen viewFairness Scorer Partitioning CSV Reader Equal Size Sampling Table View CaptureWorkflow Start XGBoost Predictor XGBoost TreeEnsemble Learner CaptureWorkflow End Scorer Top: train setBottom: test setCredit scoringdataUndersamplingof the frequent"creditworthy" classopen viewFairness Scorer Partitioning CSV Reader Equal Size Sampling Table View CaptureWorkflow Start XGBoost Predictor XGBoost TreeEnsemble Learner CaptureWorkflow End Scorer

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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: paolotamag
Created at: 2022-03-18
On NodePit since: 2022-03-18
Last update: 2024-11-21
Created with KNIME version: v4.5.1
Tags: fairMLXAIfairnessfaireXplainableAImachine learningclassification

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