Round 470

Round UUID: f1408611-6686-49b3-8be6-5cb2a5ec1691

Prompt:

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

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

• Inferences: 200
• Created: 2025-04-21 16:44:54+00:00
• First inference: 2025-04-21 16:45:00+00:00
• Last inference: 2025-04-21 16:58:58+00:00
• Completed: yes
• Train accuracy: 0.61875 (Krichevsky-Trofimov 0.209)
• Validation accuracy: 0.45 (Krichevsky-Trofimov 0.347)
• Test accuracy: 0.55 (Krichevsky-Trofimov 0.260)