Round 159

Round UUID: 1a9eab04-b1c9-41ae-828e-91aaeb440eb9

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 >= 42 AND ColourShift >= 10 AND ColourShift <= 20, predict "Effective"
5. If FizzIntensity >= 40 AND ColourShift >= 22, predict "Effective"
6. If ColourShift > 20 AND FizzIntensity >= 35 AND FizzIntensity < 40, predict "Ineffective"
7. If ColourShift >= 10 AND ColourShift <= 20 AND FizzIntensity >= 30 AND FizzIntensity < 42, predict "Ineffective"
8. If FizzIntensity > 44 AND ColourShift > 20, predict "Effective"
9. If ColourShift > 20 AND FizzIntensity < 35, predict "Effective"
10. 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 19:46:38.745746+00:00
• First inference: 2025-06-28 19:46:55.915472+00:00
• Last inference: 2025-06-28 19:58:37.044556+00:00
• Completed: yes
• Train accuracy: 0.71875 (KT 0.144)
• Validation accuracy: 0.65 (KT 0.188)
• Test accuracy: 0.65 (KT 0.188)