TUTORIALS
Introduction
After conducting stress testing, users may uncover various scenarios where models fail, posing significant business continuity risks. Additionally, each business typically has specific guidelines they wish to enforce on models. In AryaXAI, these guidelines are defined as 'Policies'.
Policies serve as rules or guidelines that can override model predictions. The framework implements these policies on the models, adhering to the instructions provided by the user.
When a policy is executed for a case, ‘Model Prediction’ is the original model prediction and ‘Final prediction’ is the overridden prediction based on the custom rules defined.
Create policies
To create a new policy:
If decision = custom text as the output, then use 'input' and add your text message in the 'input'.
Help function to create a new policy:
Manage Policies
Delete policy
Viewing risk policies
View policies for a project
Introduction
After conducting stress testing, users may uncover various scenarios where models fail, posing significant business continuity risks. Additionally, each business typically has specific guidelines they wish to enforce on models. In AryaXAI, these guidelines are defined as 'Policies'.
Policies serve as rules or guidelines that can override model predictions. The framework implements these policies on the models, adhering to the instructions provided by the user.
When a policy is executed for a case, ‘Model Prediction’ is the original model prediction and ‘Final prediction’ is the overridden prediction based on the custom rules defined.
Create policies
To create a new policy:
If decision = custom text as the output, then use 'input' and add your text message in the 'input'.
Help function to create a new policy:
Manage Policies
Delete policy
Viewing risk policies
View policies for a project
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