Is there a way to select which local instance\observation to inspect i Model Studio PD\LIME\SHAP?

Ullsokk — Tue, 15 Sep 2020 11:11:41 GMT

Is there a way to control which observaion\local instance to show in Model Studio's Model interpretability plots?

I can see five different cases and how the outcome (churn) depends on different variables. But is there a way to select which cases I want to inspect? In general, I am more interested in understanding why a high probability customer has a high probability - e.g. a customer in the top 1% of churn probability. Is there any way to specify e.g that I want to inspect customers with high probability?

Re: Is there a way to select which local instance\observation to inspect i Model Studio PD\LIME\SHAP

jimbarbour — Tue, 15 Sep 2020 20:02:53 GMT

I haven't used Model Studio, so I can't address your question directly. However, you posted in the "SAS Programming" community. I'm wondering if this question might be better addressed in one of the Analytics communities. Perhaps you should try posting your question there. If you click on the "Analytics" tab, you should get a drop down of the communities:

Good luck,

Jim

topic Is there a way to select which local instance\observation to inspect i Model Studio PD\LIME\SHAP? in SAS Programming

Is there a way to select which local instance\observation to inspect i Model Studio PD\LIME\SHAP?

Re: Is there a way to select which local instance\observation to inspect i Model Studio PD\LIME\SHAP