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Nizam Mohammed (Nizam)
Tech Mahindra

Tech Mahindra
Nizam Member since 2019 77 posts
Tech Mahindra
Posted: April 19, 2020
Last activity: April 29, 2020

Need help in fixing ethical bias simulation


I was able to understand Ethical bias simulation testing. Now after running the bias simulation it was confirmed that there is a bias. But how do I fix the bias? Is this feature only limited to track the bias?

For example: There are two scenarios in my solution.

Scenario 1 (Direct bias): I have a bias field called Gender which is used in the adaptive model. After running the simulation, I found that there is a bias shift on this. How do I fix this issue? Is this feature only limited to generate a simulation report? or Do we have any way to fix this one in business strategy or adaptive models?

Scenario 2 (Indirect bias): I have another field called Age which is not used in the adaptive model. Bias simulation predicts there is a bias shift based on the report. As it was not used in my adaptive model how do i fix this issues? 

Do we have any ways to fix the above issues? Please let me know. Thanks in advance.


***Edited by Moderator Marissa to update Platform Capability tags****

Pega Marketing 8.4 Decision Management