Prediction Tile into a Self Serve Prediction Calculator

pauljames

Hi, has anyone had success with creating a dash for users to make numerical and categorical selections for a dash predictive calculator if you will?

I'm referring to the data science tile - "Prediction". I'm able to create magic etl for this type of work but wondering if i can setup a self serve prediction input for our users. Thanks!

GrantSmith

Depending on your prediction model it can be fairly compute-intensive so I typically leave this to a MagicETL to do the heavy lifting for me. Doing a self-service type model isn't really supported unless you're doing a very simplistic algorithm for your model. When doing it at the card level the Adrenaline layer isn't designed for computationally intensive jobs as it'll cause the page to become unresponsive.

GrantSmith

Depending on your prediction model it can be fairly compute-intensive so I typically leave this to a MagicETL to do the heavy lifting for me. Doing a self-service type model isn't really supported unless you're doing a very simplistic algorithm for your model. When doing it at the card level the Adrenaline layer isn't designed for computationally intensive jobs as it'll cause the page to become unresponsive.

pauljames

@GrantSmith , Yep I get that. I think this would be a game changer for us. Especially knowing if the MAPE of trained model is consistently accurate. We could accurately predict ROI of our spend inputs. :)