PR Summary

This pull request enhances the OverfitDiagnosis functionality by adding the capability to track the number of test records. Previously, the function only tracked the number of training records. The changes include:

• Addition of a new column test records to store the number of test records in the results.
• Update to the output dictionary to include Number of Test Records alongside Number of Training Records.

These changes improve the diagnostic capabilities by providing a more comprehensive view of the dataset used in model validation.

Test Suggestions

• Verify that the OverfitDiagnosis function correctly includes the Number of Test Records in its output.
• Test the function with datasets of varying sizes to ensure that the test records count is accurate.
• Check that the addition of test records does not affect the existing functionality of the OverfitDiagnosis function.
• Ensure that the output format remains consistent with previous versions, aside from the new additions.

^ ready to merge?

^ ready to merge?

yes. merged. thanks