Round 527

Round UUID: 3ada2d84-442d-4dd6-ab40-ae0a2c3cd377

Prompt:

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

1. If `FizzIntensity` is greater than or equal to 55 AND `ColourShift` is greater than or equal to 17, classify as 'Effective'.
2. If `FizzIntensity` + `ColourShift` is greater than or equal to 85, classify as 'Effective'.
3. If `FizzIntensity` is greater than or equal to 48 AND `ColourShift` is greater than or equal to 15, classify as 'Effective'.
4. If `FizzIntensity` is less than 35 AND `ColourShift` is less than 12, classify as 'Ineffective'.
5. If `FizzIntensity` is between 40 and 50 (inclusive) AND `ColourShift` is greater than or equal to 12, classify as 'Effective'.
6. If (0.8 * `FizzIntensity`) + `ColourShift` is greater than or equal to 75, classify as 'Effective'.
7. If `ColourShift` is less than 10 AND `FizzIntensity` is less than 45, classify as 'Ineffective'.

• Inferences: 200
• Created: 2025-07-30 21:50:13.429836+00:00
• First inference: 2025-08-03 10:50:22.099784+00:00
• Last inference: 2025-08-03 11:52:00.624313+00:00
• Completed: yes
• Train accuracy: 0.70625 (KT 0.152)
• Validation accuracy: 0.9 (KT 0.047)
• Test accuracy: 0.6 (KT 0.222)