Round 160

Round UUID: 4f17a8a2-77fe-4315-af11-8d34f4ab576c

Prompt:

Predict whether the entity will be "Effective" or "Ineffective" based on the following rules:

1. If ColourShift <= 0 OR FizzIntensity < 18, predict "Effective"
2. If FizzIntensity >= 50, predict "Effective"
3. If FizzIntensity >= 47 AND ColourShift >= 20, predict "Ineffective"
4. If FizzIntensity >= 45 AND ColourShift >= 10 AND ColourShift <= 20, predict "Effective"
5. If FizzIntensity >= 40 AND ColourShift >= 22, predict "Effective"
6. If FizzIntensity >= 37 AND FizzIntensity < 45 AND ColourShift > 20, predict "Effective"
7. If FizzIntensity >= 41 AND FizzIntensity < 45 AND ColourShift >= 19 AND ColourShift <= 21, predict "Effective"
8. If ColourShift > 20 AND FizzIntensity >= 35 AND FizzIntensity < 37, predict "Ineffective"
9. If ColourShift >= 10 AND ColourShift <= 20 AND FizzIntensity >= 30 AND FizzIntensity < 41, predict "Ineffective"
10. If FizzIntensity > 44 AND ColourShift > 20, predict "Effective"
11. If ColourShift > 20 AND FizzIntensity < 35, predict "Effective"
12. For all other cases, predict "Ineffective"

Apply these rules in order - use the first rule that matches the data.

• Inferences: 200
• Created: 2025-06-28 19:58:41.342338+00:00
• First inference: 2025-06-28 19:59:02.218884+00:00
• Last inference: 2025-06-28 20:15:48.761354+00:00
• Completed: yes
• Train accuracy: 0.6875 (KT 0.163)
• Validation accuracy: 0.6 (KT 0.222)
• Test accuracy: 0.55 (KT 0.260)