cancel
Showing results for 
Search instead for 
Did you mean: 
Reply
Giorgia1
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?

Thanks. 

1 REPLY 1
CedrickB
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

Announcements
October Events

Mark Your Calendars

So many events that are happening this month - don't miss out!

Ignite 2022

WHAT’S NEXT AT MICROSOFT IGNITE 2022

Explore the latest innovations, learn from product experts and partners, level up your skillset, and create connections from around the world.

Power Apps Africa Challenge 2022

Power Apps Africa Challenge

Your chance to join an engaging competition of Power Platform enthusiasts.

Users online (4,214)