ML Model Drifting

[AddyGR]

Hi All,

I am working on an Alteryx workflow which has ML model in Python. I would like to know the options available in Alteryx for Model drifting.

Any document/links would be appreciated.

Thanks in advance!

[mceleavey · Accepted solution]

Hi @AddyGR ,

This feature would be a function of Alteryx Promote, which publishes the predictive model to an active endpoint, monitors model drift etc.

You can find out more about this here:

https://community.alteryx.com/t5/Alteryx-Promote-Discussions/Alteryx-Promote-vs-Concept-Drift-Data-D...

The short answer if you're using just the designer, is no. 

You can constantly re-train and re-evaluate your models manually, but designer itself can't monitor drift automatically.

M.

[AddyGR]

Thank you so much for your quick reply! 

Wanted to understand, if Alteryx Promote a separate license or is it part of Alteryx server license.

Also my ML model is a python code (not with Alteryx predictive tools). Would i be able to use Score tool or Alteryx Promote in that case?

[mceleavey]

@AddyGR ,

Alteryx Promote is a separate Licence, so you will need to purchase that as a stand alone module.

You need the server for Promote as it is a server only platform.

DM me if you need any more info.

M.