Round 472

Round UUID: 83ea3e2f-b631-4b0a-bbd5-f9f2cdaa9d5b

Prompt:

Classify the entity as 'Effective' or 'Ineffective' based on the following rules, evaluated in order:

1. If FizzIntensity <= 30 AND ColourShift < 0, classify as 'Effective'.
2. If FizzIntensity <= 35 AND ColourShift > 20, classify as 'Effective'.
3. If FizzIntensity > 50 AND ColourShift < 10, classify as 'Ineffective'.
4. If FizzIntensity > 55 AND ColourShift >= 10 AND ColourShift <= 15, classify as 'Ineffective'.
5. If FizzIntensity > 50, classify as 'Effective'.
6. If FizzIntensity > 35 AND FizzIntensity <= 44 AND ColourShift > 10, classify as 'Ineffective'.
7. If FizzIntensity > 44 AND FizzIntensity <= 50 AND ColourShift > 10 AND ColourShift <= 20, classify as 'Effective'.
8. If FizzIntensity <= 30 AND ColourShift > 5 AND ColourShift < 10, classify as 'Effective'.
9. Otherwise (if none of the above rules apply), classify as 'Ineffective'..

• Inferences: 200
• Created: 2025-04-21 17:16:27+00:00
• First inference: 2025-04-21 17:16:35+00:00
• Last inference: 2025-04-21 17:34:48+00:00
• Completed: yes
• Train accuracy: 0.65625 (KT 0.183)
• Validation accuracy: 0.45 (KT 0.347)
• Test accuracy: 0.4 (KT 0.397)