ixp
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- Overview
- Model building
- Model validation
- Overview
- Evaluating model performance
- Gathering validation statistics
- Iterating on the taxonomy
- Model deployment
- Frequently asked questions
Important :
Communications Mining is now part of UiPath IXP. Check the Introduction in the Overview Guide for more details.
PREVIEW
Unstructured and complex documents user guide
Last updated Jul 2, 2025
Gathering validation statistics
You should validate at least 10 examples for each field to allow the platform to automatically compute meaningful statistics about the performance of the model.
These statistics help understand the strengths and weaknesses of the model, which guide you to further refinements.
To gather statistics on the performance of the model, proceed as follows:
- Go to the Measure tab.
- Expand the Model Version drop-down menu to view a list of all available versions.
- Select the model version for which you want to check the performance.
- The page displays the statistics for all field groups in the main dashboard.
You can view the following details for all field groups:
- Number of field groups with extraction fields
- Annotated documents
- Annotated extractions
- Reviewed fields
- Validated
- Average field F1 score
- Extractions Mean F1 Score
- Extractions Mean Precision
- Extractions Mean Recall
Note: These details are equivalent to those in Communications Mining. For more details, refer to Metrics and Understanding validation on extractions and extraction performance in the Communications Mining documentation. - Additionally, you can search for a particular field group either in Search field groups or by manually selecting it from the taxonomy.
- Once you select a specific field group, the statistics for it are displayed in the updated dashboard.
You can view the following details for a particular field group:
- Annotated Documents
- Annotated Extractions
- Extractions
- Annotated fields
- Field validation
- Document validation
- Average F1 Score
- Average Precision
- Average Recall
- After you have selected a field group, you can also select a particular field to view statistics for it under Fields within the dashboard.
