Round 512

Round UUID: c52be60b-7548-47a9-bd80-647018fc5f40

Prompt:

You are evaluating the effectiveness of entities based on two measurements: FizzIntensity and ColourShift.

Use these rules to predict if an entity is "Effective" or "Ineffective":

1. If ColourShift is less than 7, predict "Ineffective"
2. If ColourShift is greater than 27, predict "Ineffective"
3. If ColourShift is between 7 and 10 (exclusive):
   - If FizzIntensity is greater than 50, predict "Effective"
   - Otherwise, predict "Ineffective"
4. If ColourShift is between 10 and 18 (inclusive):
   - If FizzIntensity is between 25 and 55 (inclusive) AND FizzIntensity is not between 48 and 52 (exclusive), predict "Effective"
   - Otherwise, predict "Ineffective"
5. If ColourShift is between 18.1 and 27 (inclusive):
   - If FizzIntensity is greater than 35, predict "Effective"
   - Otherwise, predict "Ineffective"
6. For all other cases, predict "Ineffective"

Apply these rules in order. The first rule that matches determines your prediction.

• Inferences: 200
• Created: 2025-07-03 18:33:08.861956+00:00
• First inference: 2025-07-03 18:33:22.308423+00:00
• Last inference: 2025-07-03 18:43:56.125072+00:00
• Completed: yes
• Train accuracy: 0.525 (KT 0.280)
• Validation accuracy: 0.6 (KT 0.222)
• Test accuracy: 0.6 (KT 0.222)