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Regression Detected in Model Validation Performance #201

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github-actions bot opened this issue Sep 3, 2024 · 0 comments
Open

Regression Detected in Model Validation Performance #201

github-actions bot opened this issue Sep 3, 2024 · 0 comments

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github-actions bot commented Sep 3, 2024

Summary: Significant Regression Detected

Analysis:
Comparing the dynamic mode MSE and MAPE values from the reports on 2024-09-02 and 2024-09-01:

  1. Platform - Dynamic:

    • MSE increased from 815.54 to 6945.98.
    • MAPE was inf % on both dates, indicating issues with the calculation or extreme values in both cases.
  2. Package - Dynamic:

    • MSE decreased from 1007.14 to 904.62.
    • MAPE decreased from 294.74 % to 132.37 %.
  3. Core - Dynamic:

    • MSE decreased from 1004.42 to 912.36.
    • MAPE decreased from 295.42 % to 132.15 %.
  4. DRAM - Dynamic:

    • MSE remained the same at 0.23.
    • MAPE was inf % on both dates, indicating issues with the calculation or extreme values in both cases.

Conclusion:
A significant regression is detected in the platform dynamic mode due to a substantial increase in MSE from 815.54 to 6945.98. The MAPE values being infinite in both cases suggest an anomaly or extreme values affecting the percentage error calculation, which also needs attention.

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