Round 251

Round UUID: 9149a100-498d-49ba-8db9-381f67008852

Prompt:

You are analyzing entities with two numerical properties: FizzIntensity and ColourShift. Your task is to predict whether each entity is "Effective" or "Ineffective" based on these values.

Apply these rules in order:

1. If FizzIntensity < 20, predict "Ineffective"

2. If FizzIntensity ≥ 50:
   - If ColourShift ≥ 7, predict "Effective"
   - Otherwise, predict "Ineffective"

3. If FizzIntensity is between 45-49.99:
   - If ColourShift ≥ 10, predict "Effective"
   - Otherwise, predict "Ineffective"

4. If FizzIntensity is between 40-44.99:
   - If ColourShift ≥ 12, predict "Effective"
   - Otherwise, predict "Ineffective"

5. If FizzIntensity is between 35-39.99:
   - If ColourShift ≥ 18, predict "Effective"
   - Otherwise, predict "Ineffective"

6. If FizzIntensity is between 30-34.99:
   - If ColourShift ≥ 18, predict "Effective"
   - Otherwise, predict "Ineffective"

7. If FizzIntensity is between 25-29.99:
   - If ColourShift ≥ 17, predict "Effective"
   - Otherwise, predict "Ineffective"

8. If FizzIntensity is between 20-24.99:
   - If ColourShift ≥ 16, predict "Effective"
   - Otherwise, predict "Ineffective"

9. If none of the above rules apply, predict "Ineffective"

Always output only "Effective" or "Ineffective" as your prediction.

• Inferences: 200
• Created: 2025-07-02 03:36:13.943340+00:00
• First inference: 2025-07-02 03:36:31.832182+00:00
• Last inference: 2025-07-02 03:44:27.918266+00:00
• Completed: yes
• Train accuracy: 0.675 (KT 0.171)
• Validation accuracy: 0.7 (KT 0.156)
• Test accuracy: 0.45 (KT 0.347)