Evaluation Pipeline Scores And Artifacts Are Not Visible Even When It Is Successfully Completed

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Evaluation pipeline is successfully completed but couldn't see any artifacts like precision scores, confusion matrix, etc. Why are the scores not visible?

Root Cause: If the dataset provided for evaluation has any issue, the pipeline may not be completed successfully.


Resolution:

  1. Go to the evaluation pipeline, download the logs, and check for any errors in the logs.
  2. If there are any issues with the dataset and evaluation could not be done on any file in the evaluation dataset, below error message below can be seen:
  • No valid test data to run this evaluation pipeline.
  1. The evaluation pipeline may not be successful even when the status is complete because of the error. Hence the artifacts may not be saved.