Round 243

Round UUID: 3bff6766-8ca5-4faf-aedb-61e934116700

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 ≥ 50, predict "Effective"

2. If FizzIntensity < 30, predict "Ineffective" 

3. If FizzIntensity is between 30-49.99:
   - If ColourShift ≤ 10 OR ColourShift ≥ 23, predict "Effective"
   - If ColourShift is between 10.01-22.99, predict "Ineffective"

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

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

• Inferences: 200
• Created: 2025-07-02 02:22:06.621106+00:00
• First inference: 2025-07-02 02:22:20.273136+00:00
• Last inference: 2025-07-02 02:29:51.353886+00:00
• Completed: yes
• Train accuracy: 0.63125 (KT 0.200)
• Validation accuracy: 0.6 (KT 0.222)
• Test accuracy: 0.65 (KT 0.188)