Round 245

Round UUID: 5d3c35fc-0224-4a42-867d-b1859c86f345

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 ColourShift < 5, predict "Ineffective"

2. If FizzIntensity ≥ 50:
   - If ColourShift ≥ 8, predict "Effective"
   - Otherwise, predict "Ineffective"

3. If FizzIntensity < 20, predict "Ineffective"

4. If FizzIntensity is between 20-49.99:
   - If ColourShift ≥ 25, predict "Effective"
   - If ColourShift is between 11-24, predict "Effective"
   - Otherwise, predict "Ineffective"

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

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

• Inferences: 200
• Created: 2025-07-02 02:43:11.211583+00:00
• First inference: 2025-07-02 02:43:26.660701+00:00
• Last inference: 2025-07-02 02:54:23.339079+00:00
• Completed: yes
• Train accuracy: 0.5 (Krichevsky-Trofimov 0.301)
• Validation accuracy: 0.6 (Krichevsky-Trofimov 0.222)
• Test accuracy: 0.4 (Krichevsky-Trofimov 0.397)