Showing results for 
Search instead for 
Did you mean: 
New Member

Low volume training sample (little data)

I am trying to train a model that should automatically classify into specific categories some free text, but I have a low volume of data to start with. I have tried to give more context adding an header to each text piece and it worked, but now I am stuck again.

Do you have any suggestion to overcome the issue of a small training sample on AI Builder?


Power Apps
Power Apps

Unfortunatelly, training data is required to get a good quality model.

What you can do is to build a model with the data you have so far.

Then put your model in production with a manual review process.

Then use the user's edits, when the model didn't predicted properly, to increase you training set size and train a new version that you will deploy and iterate again on same principles.

Helpful resources

Power Platform Call June 2022 768x460.png

Power Platform Community Call

Join us for the next call on August 17, 2022 at 8am PDT.

Power Platform Conf 2022 768x460.jpg

Join us for Microsoft Power Platform Conference

The first Microsoft-sponsored Power Platform Conference is coming in September. 100+ speakers, 150+ sessions, and what's new and next for Power Platform.

Top Solution Authors
Top Kudoed Authors
Users online (2,204)