Round 577

Round UUID: 93b9166f-451a-4e37-82ec-9b2832ccb235

Prompt:

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

1. If `FizzIntensity` is greater than or equal to 58 AND `ColourShift` is greater than or equal to 18, classify as 'Effective'.
2. If `FizzIntensity` + `ColourShift` is greater than or equal to 90, classify as 'Effective'.
3. If `FizzIntensity` is greater than or equal to 45 AND `ColourShift` is greater than or equal to 16, classify as 'Effective'.
4. If `FizzIntensity` is less than 30 AND `ColourShift` is less than 10, classify as 'Ineffective'.
5. If `FizzIntensity` is between 40 and 50 (inclusive) AND `ColourShift` is greater than or equal to 13, classify as 'Effective'.
6. If (0.9 * `FizzIntensity`) + `ColourShift` is greater than or equal to 80, classify as 'Effective'.
7. If `ColourShift` is less than 8 AND `FizzIntensity` is less than 40, classify as 'Ineffective'.
8. Otherwise, classify as 'Ineffective'.

• Inferences: 200
• Created: 2025-08-03 11:52:01.108434+00:00
• First inference: 2025-08-03 12:03:48.693707+00:00
• Last inference: 2025-08-03 14:12:36.492547+00:00
• Completed: yes
• Train accuracy: 0.66875 (KT 0.175)
• Validation accuracy: 0.75 (KT 0.126)
• Test accuracy: 0.55 (KT 0.260)