Round 508

Round UUID: a1dd9f83-94ee-40c3-b19b-250f2e5199f3

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 25, 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 40 and 55 (inclusive), predict "Effective"
   - Otherwise, predict "Ineffective"
5. If ColourShift is between 18.1 and 25 (inclusive):
   - If FizzIntensity is greater than 45, 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 17:52:01.531365+00:00
• First inference: 2025-07-03 17:52:15.647511+00:00
• Last inference: 2025-07-03 18:02:15.006581+00:00
• Completed: yes
• Train accuracy: 0.70625 (KT 0.152)
• Validation accuracy: 0.65 (KT 0.188)
• Test accuracy: 0.65 (KT 0.188)