Round 360

Round UUID: 6fdb0ff7-e7ba-4b2d-9b45-c12127ab22a8

Prompt:

Evaluate the entity outcomes based on the following improved rules:

1. If FizzIntensity > 50.0, classify as Effective regardless of ColourShift.
2. If FizzIntensity > 45.0 and ColourShift <= 10.0, classify as Effective.
3. If FizzIntensity > 40.0 and ColourShift <= 15.0, classify as Effective.
4. If FizzIntensity is between 35.0 and 40.0 (inclusive) and ColourShift <= 10.0, classify as Effective to avoid false negatives observed before.
5. If FizzIntensity is between 30.0 and 34.9 (inclusive) and ColourShift <= 10.0, classify as Effective to address misclassifications of effective outputs.
6. If FizzIntensity < 30.0 or ColourShift > 20.0, classify as Ineffective.
7. If FizzIntensity is between 25.0 and 30.0 (inclusive) and ColourShift is between 15.0 and 20.0, classify as Ineffective, reinforcing stricter thresholds in this risky area.
8. Explicitly classify as Ineffective if FizzIntensity is between 20.0 and 24.9 (inclusive) regardless of ColourShift to ensure correct assessments in this zone.
9. If FizzIntensity is below 20.0, classify as Ineffective regardless of ColourShift.