Round 449

Round UUID: bf5448fd-3e21-4e28-b33d-faf61ab45766

Prompt:

Evaluate the outcomes based on the following explicit and clear rules:

1. If FizzIntensity > 50.0, classify as Effective regardless of ColourShift.
2. If FizzIntensity is between 47.0 and 50.0 (exclusive) and ColourShift < 12.0, classify as Effective.
3. If FizzIntensity is between 45.0 and 47.0 (inclusive) and ColourShift < 13.0, classify as Effective while monitoring for potential misclassifications.
4. If FizzIntensity is between 44.0 and 46.0 (exclusive) and ColourShift < 14.0, classify as Effective but note these cases are critical.
5. If FizzIntensity is exactly 45.0 and ColourShift < 13.0, classify as Effective.
6. If FizzIntensity is between 42.0 and 44.0 (inclusive) and ColourShift < 11.0, classify as Effective to capture important cases.
7. If FizzIntensity is between 30.0 and 39.0 (inclusive) and ColourShift <= 16.0, classify as Effective unless ColourShift > 20.0; if so, classify as Ineffective.
8. If FizzIntensity < 25.0, classify as Ineffective immediately.
9. If ColourShift > 20.0 and FizzIntensity <= 44.0, classify as Ineffective.
10. If FizzIntensity is between 36.0 and 40.0 and ColourShift > 14.0, classify as Ineffective to prevent misclassification of borderline cases.
11. If FizzIntensity is between 25.0 and 30.0 and ColourShift <= 11.0, classify as Effective but note these are borderline cases.
12. If FizzIntensity is between 40.0 and 42.0 (exclusive) and ColourShift > 12.0, classify as Ineffective to address false positives.
13. If FizzIntensity is between 30.0 and 35.0 and ColourShift is between 11.0 and 16.0, classify as Effective to correct previous misclassifications.
14. If FizzIntensity is between 39.0 and 42.0 (inclusive) and ColourShift < 14.0, classify as Effective to capture nuanced cases.
15. If FizzIntensity is between 43.0 and 44.0 (exclusive) and ColourShift < 13.0, classify as Effective to address potential false negatives.
16. If FizzIntensity is between 33.0 and 39.0 (exclusive) and ColourShift < 11.0, classify as Effective to mitigate prior errors.
17. If FizzIntensity is between 40.0 and 50.0 and ColourShift >= 15.0, classify as Ineffective to avoid misclassification in complex situations.