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Anonymous's avatar
Anonymous
Not applicable
7 years ago

AutoML Data Flow refresh performance

Hi, I've been using the AutoML feature in Data Flows and am having performance issues with the Data Flow refresh, I am using Azure A embedded tiers and have tried from A2 to A4 with the same perform...
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Rajatt's avatar
Rajatt
Microsoft Employee
7 years ago

Hi Andy

 

The training report should mention the number of iterations that were run as part of this on the last tab of the report. Can you share that? We do have significant improvements coming within next two weeks to improve this but looking at the iteration count, it might explain a bit

 

Thanks

Rajat

Anonymous's avatar
Anonymous
Not applicable
7 years ago

Hi Rajat,

 

Yes, the details are: 

 

  • Input rows provided: 531
  • Sampled rows: 531
  • Training rows: 425
  • Final Model Used: Pre-fitted Soft Voting Regressor
  • Final model quality: 93%
  • Iterations run: 25

Pre-fitted Soft Voting Regressor final parameters:

  • max_models: 15
  • model_seed_threshold: 0.05
  • min_models: 1

Thanks

 

Andy