Is it possible to create a binary classification model?

Question

Hi Microsoft,

For the custom classification model, I need to classify around 10 labels and if I were to put that all under one model it would mean the training size for each label would be quite small. Is it possible to train a model for each label, so that I would have 10 binary classifiers for each label?

Kind regards,

Jaedan

Answer 1

Hello @Jaedan Thandi , Thanks for using Microsoft Q&A Platform.

As mentioned here at least two classes with five documents each class are required.

Form Recognizer custom models require as few as five training documents per document class to get started. To get started training a custom classification model, you need at least five documents for each class and two classes of documents.

https://learn.microsoft.com/en-us/azure/applied-ai-services/form-recognizer/how-to-guides/build-a-custom-classifier?view=form-recog-3.0.0

I hope this helps.

Regards,
Vasavi

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