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Communications Mining User Guide

Last updated Nov 27, 2024

Models

User permissions required: ‘View Sources’ AND ‘View Labels’.

The Models page allows you to pin versions of your model, saving it in its current state.

As you continue to review messages and apply labels, the model version number will increase as the model retrains, but you will still be able to see validation scores for the older pinned versions, or use them for streams.

When setting up streams, users can select a specific model version, giving them control over the precision and recall stats that they require for that stream. By using a specific pinned version, users can ensure that the precision and recall associated with a label for that model will not change due to later training of more recent model versions.

The Models page also allows you to a tag a pinned model version as 'Live' or in 'Staging', for those deploying their models downstream.

Models page

To understand more about how to use the Models page, see here.

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