Survey banner
The Dataiku Community is moving to a new home! New posts are now disabled and the community will shortly be in temporary read only mode: LEARN MORE

Automate selecting champion model and challenger model

Level 1
Automate selecting champion model and challenger model

I have 3 models under model deployment out of which one is active version and other two are inactive. Is there a way to automatically select these models over the time whichever is performing better? For example: Model that is active today might not be giving the accuracy after a month whereas the model which is inactive today can give good accuracy after a month. Is there a way to select automatically my champion and challenger models?

0 Kudos
1 Reply

Hi @devapavan,

You can automate the task of activating the best-performing model using the following article to guide you:

When it comes to deploying it, you can add a step in your scenario to update your current api deployment.




0 Kudos