Add Nutrition Card Style Model Performance Rollup
Is your feature request related to a problem? Please describe
Seismometer has many great analyses that help answer important questions related to a model's performance, fairness, and the performance and fairness of workflows using the model. However identifying which analyses to deep dive and what to do can require data science or operational expertise that under-resourced organizations may not have easy access to.
Describe the solution you'd like
Create a nutrition card style rollup for the key analysis dimensions and allow a model developer or implementor to provide next steps when certain constraints are out of bounds with the rollup data.
Describe alternatives you've considered
There may be existing open-source packages that provide some of these capabilities but I have not investigated any of them.
Additional context
This will need an RFC as there are many existing approaches to this.
@gbowlin - you were interested in following this