Round 244

Round UUID: 19958f1f-9491-4c58-aa8d-fc7d1d62332e

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 < 8, predict "Ineffective"

2. If FizzIntensity ≥ 50 AND ColourShift is between 12-20, predict "Effective"

3. If FizzIntensity ≥ 50 AND (ColourShift < 12 OR ColourShift > 20), predict "Ineffective"

4. If FizzIntensity < 25 AND ColourShift is between 11-18, predict "Effective"

5. If FizzIntensity < 25 AND (ColourShift < 11 OR ColourShift > 18), predict "Ineffective"

6. If FizzIntensity is between 25-49.99:
   - If ColourShift is between 13-19, predict "Effective"
   - Otherwise, predict "Ineffective"

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

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

• Inferences: 200
• Created: 2025-07-02 02:29:53.599154+00:00
• First inference: 2025-07-02 02:30:09.069191+00:00
• Last inference: 2025-07-02 02:43:06.211533+00:00
• Completed: yes
• Train accuracy: 0.46875 (KT 0.329)
• Validation accuracy: 0.55 (KT 0.260)
• Test accuracy: 0.3 (KT 0.521)