Validating the Metrics on Evaluation Pipeline Run

[PD2 (Priya)]

Did you know that you can check the accuracy of the evaluation.

Let me explain how:
After building your dataset and running a Training Pipeline you can run an Evaluation Pipeline.
Once the Pipeline run is Successful, check the Outputs tab for the metrics:

Outputs → artifacts → eval_metrics → evaluation*.xlsx

Download this excel file and you can view the fields extracted from the model and the actual fields that the data was labelled on.

If you see records highlighted in Red, then it implies that the model requires additional
re-training.

Happy Automating!

Regards,
PD