Round 500

Round UUID: ef58159f-873d-4ce0-915e-d36f83035dfa

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 SecretHandshakeQuality ≥ 72 AND AccentThickness < 40, classify as DoubleAgent
4. If AccentThickness < 20 AND SecretHandshakeQuality ≥ 50, classify as DoubleAgent
5. If SecretHandshakeQuality < 58, classify as Loyal
6. If SecretHandshakeQuality ≥ 66 AND AccentThickness < 30, classify as DoubleAgent
7. If SecretHandshakeQuality ≥ 62 AND AccentThickness < 25, classify as DoubleAgent
8. If SecretHandshakeQuality ≥ 70 AND AccentThickness < 35, classify as DoubleAgent
9. Otherwise, classify as Loyal

Respond with only "DoubleAgent" or "Loyal".

• Inferences: 200
• Created: 2025-07-03 13:54:26.136137+00:00
• First inference: 2025-07-03 13:54:39.073679+00:00
• Last inference: 2025-07-03 14:09:23.803462+00:00
• Completed: yes
• Train accuracy: 0.91875 (KT 0.038)
• Validation accuracy: 0.9 (KT 0.047)
• Test accuracy: 0.9 (KT 0.047)