Round 158

Round UUID: b417bfc3-f3f4-40b9-829a-0ba96b7c8b28

Prompt:

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

1. If ColourShift <= 0 OR FizzIntensity < 20, predict "Effective"
2. If FizzIntensity >= 47, predict "Effective"
3. If FizzIntensity >= 42 AND ColourShift >= 10 AND ColourShift <= 20, predict "Effective"
4. If FizzIntensity >= 40 AND ColourShift >= 20, predict "Effective"
5. If ColourShift > 20 AND FizzIntensity >= 35 AND FizzIntensity < 40, predict "Ineffective"
6. If ColourShift >= 10 AND ColourShift <= 20 AND FizzIntensity >= 20 AND FizzIntensity < 42, predict "Ineffective"
7. If FizzIntensity > 44 AND ColourShift > 20, predict "Effective"
8. If ColourShift > 20 AND FizzIntensity < 35, predict "Effective"
9. 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 19:35:40.560193+00:00
• First inference: 2025-06-28 19:35:59.705132+00:00
• Last inference: 2025-06-28 19:46:34.486489+00:00
• Completed: yes
• Train accuracy: 0.725 (KT 0.140)
• Validation accuracy: 0.75 (KT 0.126)
• Test accuracy: 0.7 (KT 0.156)