topic RE: How to train ML model in Product Forum

How to train ML model

Tejaskumar_Darji — Mon, 30 Oct 2023 06:13:00 GMT

In Decipher, how do I kick the ML model to start training?

I've around 60 documents verified but this date is not changing

In doc type, we enabled training a few days ago, but I still don't see it kicking in.

I appreciate help, guidance and working of ML model training here.

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If I was of assistance, please vote for it to be the "Best Answer".

Thanks & Regards,
Tejaskumar Darji - https://www.linkedin.com/in/tejaskumardarji/
Technical Lead
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RE: How to train ML model

Ben.Lyons1 — Mon, 30 Oct 2023 10:51:00 GMT

Hi Tejaskumar,

Have you tried the steps on the troubleshooting page? Troubleshooting (blueprism.com)

And just in case, 10 documents is far too low to create a useable model. 50 is the minimum for a model to be created/updated, Machine learning (blueprism.com).

I would suggest between 5 and 10 documents per layout/vendor. So 100 different layouts = 500 - 1000.

Thanks

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Ben Lyons
Senior Product Specialist - Decipher
SS&C Blue Prism
UK based
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RE: How to train ML model

Tejaskumar_Darji — Mon, 30 Oct 2023 11:13:00 GMT

Ok but it allows setting it to minimum of 10. And we have high variations of invoices (every vendor has multiple layouts and it will keep changing) so really can not train each and every layout, so going with the sample headers

RE: How to train ML model

Ben.Lyons1 — Mon, 30 Oct 2023 11:17:00 GMT

It is not necessary, not recommended in the best practice to enable the Capture ML model at this stage. Please refer to the best practice guide on the portal for advice on how to proceed.

Decipher IDP best practices (blueprism.com)

And I would recommend familiarising yourself with how the different style of ML in Decipher work, as this will help guide your document training.

Training models overview (blueprism.com)

Thanks

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Ben Lyons
Senior Product Specialist - Decipher
SS&C Blue Prism
UK based
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