Round 359

Round UUID: 01e3f0b0-8619-4bbf-a8be-7006c83f4f0f

Prompt:

Evaluate the entity outcomes based on the following refined 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 <= 15.0, classify as Effective.
5. If FizzIntensity is between 30.0 and 34.9 (inclusive) and ColourShift <= 15.0, classify as Effective to capture more effective outputs that might be misclassified.
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 the need for stricter thresholds.
8. Explicitly classify as Ineffective if FizzIntensity is between 20.0 and 24.9 (inclusive) and regardless of ColourShift to address previously misclassified cases in this range.
9. Introduce a new rule: If FizzIntensity is below 20.0, classify as Ineffective regardless of ColourShift.

• Inferences: 200
• Created: 2025-04-24 02:57:45+00:00
• First inference: 2025-04-24 02:57:57+00:00
• Last inference: 2025-04-24 03:09:58+00:00
• Completed: yes
• Train accuracy: 0.6 (KT 0.222)
• Validation accuracy: 0.8 (KT 0.098)
• Test accuracy: 0.75 (KT 0.126)