Round 405

Round UUID: 67c99b99-b0c1-4594-b7c1-278837d7457e

Prompt:

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

1. If FizzIntensity > 50.0, classify as Effective regardless of ColourShift.
2. If FizzIntensity is between 46.0 and 50.0 (exclusive) and ColourShift <= 12.0, classify as Effective.
3. If FizzIntensity is between 46.0 and 50.0 (exclusive) and ColourShift > 12.0, classify as Ineffective.
4. If FizzIntensity is between 45.0 and 50.0 (exclusive) and ColourShift <= 14.0, classify as Effective.
5. If FizzIntensity is between 43.0 and 45.0 (exclusive) and ColourShift <= 14.0, classify as Effective to encompass borderline areas.
6. If FizzIntensity is between 42.0 and 43.9 (exclusive) and ColourShift > 14.0, classify as Ineffective to reduce false positives.
7. If FizzIntensity is between 40.0 and 42.0 (exclusive) and ColourShift <= 10.0, classify as Effective; otherwise, classify as Ineffective.
8. If FizzIntensity is between 39.0 and 41.0 (inclusive) and ColourShift > 14.0, classify as Ineffective.
9. If FizzIntensity is between 35.0 and 40.0 (inclusive) and ColourShift <= 11.0, classify as Effective.
10. If FizzIntensity is between 34.0 and 44.0 (inclusive) and ColourShift <= 16.0, classify as Effective to ensure effective case capture.
11. If FizzIntensity is between 30.0 and 34.9 (inclusive) and ColourShift <= 10.0, classify as Effective; otherwise, classify as Ineffective.
12. If FizzIntensity is between 25.0 and 30.0 (inclusive) and ColourShift <= 12.0, classify as Effective.
13. If FizzIntensity is between 20.0 and 24.9 (inclusive) and ColourShift <= 15.0, classify as Effective.
14. If FizzIntensity < 25.0 or ColourShift > 20.0, classify as Ineffective.
15. If FizzIntensity < 20.0, classify as Ineffective.
16. If FizzIntensity is between 41.0 and 44.9 (inclusive) and ColourShift > 15.0, classify as Ineffective to minimize false positives.
17. If FizzIntensity is between 44.0 and 45.0 (exclusive) and ColourShift > 12.0 and <= 14.0, classify as Effective to address false negatives.
18. If FizzIntensity is between 30.0 and 36.0 (inclusive) and ColourShift < 12.0, classify as Effective, improving classification in lower ranges.