Round 152

Round UUID: 3b4a7b56-085a-435a-86f6-54768c4fc0e1

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 25:
   - If ColourShift is below 0 OR above 20, predict "Ineffective"
   - If ColourShift is between 0 and 20 (inclusive), predict "Effective"

3. If FizzIntensity is 25 or above AND below 30:
   - If ColourShift is below 14, predict "Ineffective"
   - If ColourShift is 14 or above AND up to 22, predict "Effective"
   - If ColourShift is above 22, predict "Ineffective"

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

5. If FizzIntensity is 42 or above AND below 60:
   - If ColourShift is below 7, predict "Ineffective"
   - If ColourShift is 7 or above, predict "Effective"

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

Apply these rules in order and return your prediction.

• Inferences: 200
• Created: 2025-06-28 18:39:03.628398+00:00
• First inference: 2025-06-28 18:39:19.951673+00:00
• Last inference: 2025-06-28 18:45:32.624582+00:00
• Completed: yes
• Train accuracy: 0.56875 (KT 0.245)
• Validation accuracy: 0.65 (KT 0.188)
• Test accuracy: 0.55 (KT 0.260)