Icon

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

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: paolotamag
Created at: 2022-03-18
On NodePit since: 2022-03-18
Last update: 2024-04-27
Created with KNIME version: v4.5.1
Tags: fairMLXAIfairnessfaireXplainableAImachine learningclassification

Deploy, schedule, execute, and monitor your KNIME workflows locally, in the cloud or on-premises – with our brand new NodePit Runner.

Try NodePit Runner!