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Fairness and Bias

Simple bias removal Bias exploration Bias exploration View componet to explore the data Read the Adult file from datasource indokument Node 1Node 23Node 27Node 28Node 29Node 30Node 31Node 32Node 33Node 79Node 80Node 81Node 82Node 83Node 84Node 85Node 87Node 88Node 89Node 90Node 91Node 93Node 94Node 95Node 96Node 100 File Reader Component Random ForestLearner Random ForestPredictor Random ForestPredictor Scorer Scorer Partitioning Partitioning Scorer Row Filter Row Filter Scorer ROC Curve ROC Curve Bootstrap Sampling Java Snippet Scorer Equal Size Sampling Random ForestLearner Random ForestPredictor Scorer Row Filter Row Filter Scorer Scorer Simple bias removal Bias exploration Bias exploration View componet to explore the data Read the Adult file from datasource indokument Node 1Node 23Node 27Node 28Node 29Node 30Node 31Node 32Node 33Node 79Node 80Node 81Node 82Node 83Node 84Node 85Node 87Node 88Node 89Node 90Node 91Node 93Node 94Node 95Node 96Node 100File Reader Component Random ForestLearner Random ForestPredictor Random ForestPredictor Scorer Scorer Partitioning Partitioning Scorer Row Filter Row Filter Scorer ROC Curve ROC Curve Bootstrap Sampling Java Snippet Scorer Equal Size Sampling Random ForestLearner Random ForestPredictor Scorer Row Filter Row Filter Scorer 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: oskar
Created at: 2023-03-18
On NodePit since: 2023-03-19
Last update: 2024-04-27
Created with KNIME version: v4.6.3

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