Round 543

Round UUID: e6be4372-1807-40bd-89ee-a7d64f2596ab

Prompt:

You are predicting whether an entity is "Effective" or "Ineffective" based on two numerical features: FizzIntensity and ColourShift.

Apply these rules in order:

1. If FizzIntensity >= 45 AND ColourShift >= 10, predict "Effective"
2. If FizzIntensity >= 45 AND ColourShift < 10, predict "Ineffective"
3. If FizzIntensity <= 30 AND ColourShift >= 15, predict "Effective"
4. If FizzIntensity <= 30 AND ColourShift < 15, predict "Ineffective"
5. If FizzIntensity is between 30 and 45:
   - If ColourShift >= 17, predict "Effective"
   - If ColourShift < 17, predict "Ineffective"

Always output exactly one word: either "Effective" or "Ineffective".

• Inferences: 200
• Created: 2025-07-31 07:37:07.644417+00:00
• First inference: 2025-07-31 07:37:20.253199+00:00
• Last inference: 2025-07-31 07:53:47.648840+00:00
• Completed: yes
• Train accuracy: 0.60625 (KT 0.218)
• Validation accuracy: 0.65 (KT 0.188)
• Test accuracy: 0.4 (KT 0.397)