Round 524

Round UUID: 2f244b64-6421-4b72-81fb-d4ef356a91a2

Prompt:

Classify the entity as 'Effective' or 'Ineffective' based on the following rules:

1. If `FizzIntensity` is greater than or equal to 50 AND `ColourShift` is greater than or equal to 15, classify as 'Effective'.
2. If `FizzIntensity` + `ColourShift` is greater than or equal to 70, classify as 'Effective'.
3. If `FizzIntensity` is greater than or equal to 45 AND `ColourShift` is greater than or equal to 10, classify as 'Effective'.
4. If `FizzIntensity` is less than 35 AND `ColourShift` is less than 12, classify as 'Ineffective'.
5. Otherwise, classify as 'Ineffective'.

• Inferences: 200
• Created: 2025-07-30 17:41:11.591948+00:00
• First inference: 2025-07-30 17:49:34.689688+00:00
• Last inference: 2025-07-30 18:06:18.725988+00:00
• Completed: yes
• Train accuracy: 0.71875 (KT 0.144)
• Validation accuracy: 0.7 (KT 0.156)
• Test accuracy: 0.65 (KT 0.188)