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Model Training & Adaptation

Domain adaptation

Adjusting a model so it performs better on data from a specific field or environment.

Example

A model is adjusted on medical language so it performs better in a clinical setting.

Why people use it

Understanding “Domain adaptation” helps teams adapt models deliberately and diagnose training problems.

What you'll hear

“Would Domain adaptation improve the model for our specific use case?”

Related terms