Model Validation Tasks

Model Validation Tasks (MVTs) improve the Document Classification, Field Identification, and Table Identification automation rates. During model training, a model can make high-confidence predictions that are incorrect. To minimize incorrect predictions, you need to complete MVTs. The results from the MVTs can be used for re-training the model to achieve greater automation.

Types of Model Validation Tasks

You can complete the following kinds of MVTs:

Additional Notes

  • MVTs are identical to QA tasks, so they will appear in the same queue. MVTs can also be found in the Model Details page. 

  • When a new model is trained or imported, the old MVTs are deleted.