Forum Discussion
AutoML Issue with Scoring against Unscored dataset (entity)
I have successfully trained an ML model using the new AutoML feature in PBI with Dataflows.
Unfortunately, when I apply the ML model to an unscored 'new' data entity for scoring, I then have to refresh the entire Dataflow instead of just the entity to be scored.
This takes a LONG time. Further, I cannot point the ML model to a new dataflow; it wants to apply to just entities within the dataflow.
How can I refresh (score) just the new dataset ?
3 Replies
v-danhe-msftMicrosoft Employee
Hi pbiuser10 ,
From your description, you could refer to below link about incremental refresh with Power BI dataflows:
https://docs.microsoft.com/en-us/power-bi/service-dataflows-incremental-refresh
Regards,
Daniel He
Thanks - the current dataset I'm using isn't date/time friendly, but I will construct one and test soon. If this solution works, I will select 'accept' the answer.
Again - thanks for your feedback.- v-danhe-msft
Hi pbiuser10 ,
Could you please tell me if your problem has been solved? If it is, could you please mark the helpful replies as Answered to close this topic?
Regards,
Daniel He
