Round 335

Round UUID: 09d39a21-e104-443f-bfe9-223aa25d1d8a

Prompt:

Below are your instructions for deciding whether an entity is Effective or Ineffective. Apply these rules in exactly the order listed: 

1) If FizzIntensity ≥ 48 AND ColourShift ≥ 20, then label the entity as Effective.
2) Else if FizzIntensity ≥ 44 AND ColourShift ≥ 18, then label the entity as Effective.
3) Else if FizzIntensity ≥ 42 AND ColourShift < 17.5, then label the entity as Effective.
4) Else if FizzIntensity < 30 AND ColourShift ≥ 19, then label the entity as Effective.
5) Else if (FizzIntensity ≥ 25 AND FizzIntensity < 30 AND ColourShift ≥ 15), then label the entity as Effective.
6) Otherwise, label the entity as Ineffective.

Remember: use only these rules and do not deviate or add exceptions.

• Inferences: 200
• Created: 2025-04-21 08:35:37+00:00
• First inference: 2025-04-21 08:35:45+00:00
• Last inference: 2025-04-21 08:50:51+00:00
• Completed: yes
• Train accuracy: 0.7 (Krichevsky-Trofimov 0.156)
• Validation accuracy: 0.65 (Krichevsky-Trofimov 0.188)
• Test accuracy: 0.45 (Krichevsky-Trofimov 0.347)