Round 442

Round UUID: 34f6388f-3e6e-4368-80d1-8ad3bc6180e4

Prompt:

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

1. If FizzIntensity > 50.0, classify as Effective regardless of ColourShift.
2. If FizzIntensity is between 48.0 and 50.0 (exclusive) and ColourShift < 12.0, classify as Effective.
3. If FizzIntensity is between 45.0 and 50.0 (inclusive) and ColourShift < 13.0, classify as Effective while also clarifying ambiguous cases.
4. If FizzIntensity is between 42.0 and 45.0 (inclusive) and ColourShift < 10.0, classify as Effective.
5. If FizzIntensity is between 43.0 and 45.0 (exclusive) and ColourShift < 14.0, classify as Effective to reduce false negatives identified.
6. If FizzIntensity is between 30.0 and 39.0 (inclusive) and ColourShift <= 16.0, classify as Effective unless ColourShift > 20.0, then classify as Ineffective.
7. If FizzIntensity < 25.0, classify as Ineffective.
8. If ColourShift > 20.0, classify as Ineffective regardless of FizzIntensity.
9. If FizzIntensity is between 36.0 and 40.0 and ColourShift > 14.0, classify as Ineffective.
10. If FizzIntensity is between 25.0 and 30.0 and ColourShift <= 12.0, classify as Effective.
11. If FizzIntensity is between 40.0 and 45.0 (exclusive) and ColourShift > 12.0, classify as Ineffective.
12. If FizzIntensity is between 30.0 and 35.0 and ColourShift is between 11.0 and 16.0, classify as Effective, addressing specific problematic cases.
13. If FizzIntensity is between 39.0 and 42.0 (inclusive) and ColourShift < 15.0, classify as Effective to correct misclassifications in this mid-range.
14. If FizzIntensity is between 33.0 and 39.0 (exclusive) and ColourShift < 11.0, classify as Effective to capture previously misclassified cases. 
15. If FizzIntensity is between 36.0 and 39.0 (inclusive) and ColourShift is lower than 14.0, clarify to correct misclassifications while considering cases where ColourShift was borderline.