Question
Areteans
IN
Last activity: 14 Sep 2021 2:10 EDT
Model transparency for predictive models
We followed the article regarding model transparency: https://community.pega.com/knowledgebase/articles/decision-management/86/configuring-model-transparency-policy-predictive-models.
We have the below questions
- We understand that we need to have specific privileges to modify the transparency thresholds. Digging further, we found that system needs "pzModelTransparency" privilege to change the transparency setting. but we could not find this privilege rule in the application. Please let us know if our understanding is correct.
- we have seen that only the complaint or non-complaint flag of the model is getting updated when we change the threshold. As per the article, it is also mentioned that "non-compliant models might be forbidden to use by certain company policies". but we are still able to use the model in the strategies irrespective of whether the model is complaint or not. Is this an expected behavior?
Pegasystems Inc.
IN
1) Can you copy-paste the privilege string and see if it works?
2) The compliance flag does not stop a model from being used, it provides a mechanism to identify models that do not comply with the organization's model transparency (so that additional rules can be applied, if required)
Areteans
IN
Hi @SHRIDHAR,
1. I have chosen an Access role and added an access role object as shown in the screenshot attached. I was then able to modify the thresholds. Please review the screenshot and let us know if the configuration is fine.
2. It is mentioned in the article that model compliance is included in the model reports. Could you please let us know which report should we refer to, for this?
Areteans
IN
1. I have chosen an Access role and added an access role object as shown in the screenshot attached. I was then able to modify the thresholds. Please review the screenshot and let us know if the configuration is fine.
2. It is mentioned in the article that model compliance is included in the model reports. Could you please let us know which report should we refer to, for this?
Updated: 14 Sep 2021 2:10 EDT
Pegasystems Inc.
IN
1. The configuration would depend on the access settings required. We do not have any recommendations for these settings
2. The report is available under the Actions drop down from Prediction Studio -> Models