In composing models, can you compose models that have somewhat different labels in training?

Bryce Philbert Salvador 20 Reputation points
2023-10-17T20:58:55.8866667+00:00

For example in your first model you have x,y,z as your training labels but in the second model you will have x,y,z,a,b as the training labels. Is that possible? If yes will it affect the composed model accuracy?

Azure AI Document Intelligence
Azure AI Document Intelligence
An Azure service that turns documents into usable data. Previously known as Azure Form Recognizer.
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  1. Ramr-msft 17,621 Reputation points
    2023-10-30T04:49:44.1233333+00:00

    @Bryce Philbert Salvador Thanks for the details, It's generally recommended to include all variations of a document type in the same model, even if they have different formats, as long as they have the same types of data to be obtained. This is because custom neural models can generalize across different formats of a single document type, and including all variations in the same model can help improve the accuracy of the model.

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