Round 498

Round UUID: 51dfd8fc-10c3-4834-bc2f-a65bbef36d02

Prompt:

You are analyzing entities to determine if they are DoubleAgent or Loyal based on two metrics: SecretHandshakeQuality and AccentThickness.

Apply these rules in order:

1. If AccentThickness ≥ 50, classify as Loyal
2. If SecretHandshakeQuality ≥ 85, classify as DoubleAgent
3. If AccentThickness < 20 AND SecretHandshakeQuality ≥ 50, classify as DoubleAgent
4. If SecretHandshakeQuality ≥ 72 AND AccentThickness < 30, classify as DoubleAgent  
5. If SecretHandshakeQuality < 58, classify as Loyal
6. If SecretHandshakeQuality ≥ 62 AND AccentThickness < 25, classify as DoubleAgent
7. If SecretHandshakeQuality ≥ 70 AND AccentThickness < 35, classify as DoubleAgent
8. Otherwise, classify as Loyal

Respond with only "DoubleAgent" or "Loyal".

• Inferences: 200
• Created: 2025-07-03 13:24:11.275367+00:00
• First inference: 2025-07-03 13:24:23.983142+00:00
• Last inference: 2025-07-03 13:39:54.605365+00:00
• Completed: yes
• Train accuracy: 0.85 (KT 0.071)
• Validation accuracy: 0.85 (KT 0.071)
• Test accuracy: 0.9 (KT 0.047)