Round 252

Round UUID: 9a796e18-f30f-420b-b3da-2e9bb5f49a56

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 ≥ 60:
   - If ColourShift ≥ 14, predict "Effective"
   - Otherwise, predict "Ineffective"

3. If FizzIntensity is between 50-59.99:
   - If ColourShift ≥ 11, predict "Effective"
   - Otherwise, predict "Ineffective"

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

5. If FizzIntensity is between 40-44.99:
   - If ColourShift ≥ 9, predict "Effective"
   - Otherwise, predict "Ineffective"

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

7. If FizzIntensity is between 30-34.99:
   - If ColourShift ≥ 20, predict "Effective"
   - Otherwise, predict "Ineffective"

8. If FizzIntensity is between 25-29.99:
   - If ColourShift ≥ 19, predict "Effective"
   - Otherwise, predict "Ineffective"

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

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

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

• Inferences: 200
• Created: 2025-07-02 03:44:30.871437+00:00
• First inference: 2025-08-02 08:37:29.700693+00:00
• Last inference: 2025-08-02 08:54:55.816228+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)