Round 161

Round UUID: 6676eea8-b97d-4405-9ea0-fe5051fed6f7

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 AND ColourShift <= 15, predict "Effective"
3. If FizzIntensity >= 50 AND ColourShift > 15, predict "Ineffective"
4. If FizzIntensity >= 47 AND FizzIntensity < 50 AND ColourShift >= 20, predict "Ineffective"
5. If FizzIntensity >= 45 AND ColourShift >= 10 AND ColourShift <= 20, predict "Effective"
6. If FizzIntensity >= 42 AND FizzIntensity < 45 AND ColourShift >= 10 AND ColourShift <= 20, predict "Effective"
7. If FizzIntensity >= 40 AND ColourShift >= 22, predict "Effective"
8. If FizzIntensity >= 37 AND FizzIntensity < 45 AND ColourShift > 20, predict "Effective"
9. If FizzIntensity >= 41 AND FizzIntensity < 45 AND ColourShift >= 19 AND ColourShift <= 21, predict "Effective"
10. If ColourShift > 20 AND FizzIntensity >= 35 AND FizzIntensity < 37, predict "Ineffective"
11. If ColourShift >= 10 AND ColourShift <= 20 AND FizzIntensity >= 30 AND FizzIntensity < 42, predict "Ineffective"
12. If ColourShift > 22 AND FizzIntensity < 35, predict "Ineffective"
13. If FizzIntensity > 44 AND ColourShift > 20, predict "Effective"
14. 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 20:15:53.344533+00:00
• First inference: 2025-06-28 20:16:14.726134+00:00
• Last inference: 2025-06-28 20:30:35.029572+00:00
• Completed: yes
• Train accuracy: 0.7 (KT 0.156)
• Validation accuracy: 0.65 (KT 0.188)
• Test accuracy: 0.8 (KT 0.098)