Round 357

Round UUID: 325af951-4c67-4602-88a0-6d0d11a4521b

Prompt:

Evaluate the entity outcomes based on the following updated rules:

1. If FizzIntensity > 50.0, classify as Effective regardless of ColourShift.
2. If FizzIntensity > 45.0 and ColourShift <= 15.0, classify as Effective.
3. If FizzIntensity > 40.0 and ColourShift <= 25.0, classify as Effective.
4. If FizzIntensity is between 35.0 and 45.0 (inclusive) and ColourShift <= 20.0, classify as Effective.
5. If FizzIntensity is between 30.0 and 34.9 (inclusive) and ColourShift <= 20.0, classify as Effective to capture more effective outputs that would be misclassified.
6. If FizzIntensity < 30.0 or ColourShift > 24.0, classify as Ineffective.
7. If FizzIntensity is between 30.0 and 35.0 (inclusive) and ColourShift is between 20.0 and 24.0, classify as Ineffective.
8. Explicitly classify as Ineffective if FizzIntensity is between 25.0 and 29.9 (inclusive) and ColourShift > 20.0, to correct previous misclassifications.

• Inferences: 200
• Created: 2025-04-21 08:09:03+00:00
• First inference: 2025-04-24 02:37:09+00:00
• Last inference: 2025-04-24 02:47:27+00:00
• Completed: yes
• Train accuracy: 0.56875 (KT 0.245)
• Validation accuracy: 0.65 (KT 0.188)
• Test accuracy: 0.6 (KT 0.222)