Round 248

Round UUID: 61b61d75-f95b-4567-8801-2082fffb05a4

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 ≥ 8, 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 35-44.99:
   - If ColourShift ≥ 12, predict "Effective"
   - Otherwise, predict "Ineffective"

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

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

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

• Inferences: 200
• Created: 2025-07-02 03:11:21.304716+00:00
• First inference: 2025-07-02 03:11:36.466139+00:00
• Last inference: 2025-07-02 03:20:01.508321+00:00
• Completed: yes
• Train accuracy: 0.6625 (KT 0.179)
• Validation accuracy: 0.7 (KT 0.156)
• Test accuracy: 0.5 (KT 0.301)