Round 150

Round UUID: c0db2a9f-07ab-4c67-93fd-ac567a31f8fb

Prompt:

Analyze the entity data and predict whether it is "Effective" or "Ineffective" based on the following rules:

1. If FizzIntensity is below 20, predict "Ineffective"

2. If FizzIntensity is 20 or above AND below 30:
   - If ColourShift is below 0 OR above 20, predict "Ineffective"
   - If ColourShift is between 0 and 20 (inclusive), predict "Effective"

3. If FizzIntensity is 30 or above AND below 42:
   - If ColourShift is between 13 and 19 (inclusive), predict "Effective"
   - Otherwise, predict "Ineffective"

4. If FizzIntensity is 42 or above AND below 60:
   - If ColourShift is below 10, predict "Ineffective"
   - If ColourShift is 10 or above, predict "Effective"

5. If FizzIntensity is 60 or above, predict "Effective"

Apply these rules in order and return your prediction.

• Inferences: 200
• Created: 2025-06-28 18:23:44.092143+00:00
• First inference: 2025-06-28 18:24:04.231518+00:00
• Last inference: 2025-06-28 18:30:17.541054+00:00
• Completed: yes
• Train accuracy: 0.6 (KT 0.222)
• Validation accuracy: 0.65 (KT 0.188)
• Test accuracy: 0.6 (KT 0.222)