Round 151

Round UUID: 043a5fb0-eddc-4b5a-9487-abe7d8b0bc9c

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 between 0 and 15 (inclusive), predict "Effective"
   - If ColourShift is above 15, predict "Ineffective"

3. If FizzIntensity is 30 or above AND below 42:
   - If ColourShift is between 11 and 24 (inclusive), predict "Effective"
   - Otherwise, predict "Ineffective"

4. If FizzIntensity is 42 or above AND below 60:
   - If ColourShift is below 7, predict "Ineffective"
   - If ColourShift is 7 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 18:30:19.948514+00:00
• First inference: 2025-06-28 18:30:37.032970+00:00
• Last inference: 2025-06-28 18:39:01.495596+00:00
• Completed: yes
• Train accuracy: 0.56875 (Krichevsky-Trofimov 0.245)
• Validation accuracy: 0.65 (Krichevsky-Trofimov 0.188)
• Test accuracy: 0.65 (Krichevsky-Trofimov 0.188)