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pbiuser10 Frequent Visitor
Frequent Visitor

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 3
Microsoft v-danhe-msft
Microsoft

Re: AutoML Issue with Scoring against Unscored dataset (entity)

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

Community Support Team _ Daniel He
If this post helps, then please consider Accept it as the solution to help the other members find it more quickly.
pbiuser10 Frequent Visitor
Frequent Visitor

Re: AutoML Issue with Scoring against Unscored dataset (entity)

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.

Microsoft v-danhe-msft
Microsoft

Re: AutoML Issue with Scoring against Unscored dataset (entity)

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

Community Support Team _ Daniel He
If this post helps, then please consider Accept it as the solution to help the other members find it more quickly.

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