Round 355

Round UUID: 7bcbb05e-0666-4fd5-8ecb-40d0e7549759

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 to account for previously misclassified effective cases.
4. If FizzIntensity is between 35.0 and 45.0 (inclusive) and ColourShift <= 20.0, classify as Effective.
5. If FizzIntensity < 30.0 or ColourShift > 24.0, classify as Ineffective.
6. If FizzIntensity is between 30.0 and 35.0 (inclusive) and ColourShift is between 20.0 and 24.0, classify as Ineffective.
7. Explicitly classify as Effective if FizzIntensity is between 29.0 and 35.0 and ColourShift is < 20.0, to correctly capture marginal cases that were previously misclassified.

• Inferences: 200
• Created: 2025-04-21 07:49:39+00:00
• First inference: 2025-04-21 07:49:42+00:00
• Last inference: 2025-04-21 07:59:31+00:00
• Completed: yes
• Train accuracy: 0.55625 (KT 0.255)
• Validation accuracy: 0.6 (KT 0.222)
• Test accuracy: 0.6 (KT 0.222)