Round 533

Round UUID: 6f807a13-5c33-4fa0-8296-e75731cef202

Prompt:

Analyze the entity data and classify it as either "Effective" or "Ineffective" based on the following rules:

1. If FizzIntensity is less than 30.0:
   - If ColourShift is greater than 12.0, classify as "Effective"
   - Otherwise, classify as "Ineffective"

2. If FizzIntensity is between 30.0 and 42.0 (inclusive of 30.0, exclusive of 42.0):
   - If ColourShift is greater than or equal to 20.0, classify as "Effective"
   - If ColourShift is less than 20.0 AND FizzIntensity is greater than or equal to 37.0, classify as "Effective"
   - Otherwise, classify as "Ineffective"

3. If FizzIntensity is greater than or equal to 42.0:
   - If ColourShift is less than 8.0, classify as "Ineffective"
   - Otherwise, classify as "Effective"

Apply these rules in order and return only "Effective" or "Ineffective" as your classification.

• Inferences: 200
• Created: 2025-07-31 06:16:20.236191+00:00
• First inference: 2025-07-31 06:16:40.652788+00:00
• Last inference: 2025-07-31 06:18:49.456425+00:00
• Completed: yes
• Train accuracy: 0.6 (KT 0.222)
• Validation accuracy: 0.7 (KT 0.156)
• Test accuracy: 0.6 (KT 0.222)