AutoML Issue with Scoring against Unscored dataset (entity)

[pbiuser10]

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 ?

[v-danhe-msft]

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

[pbiuser10]

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