Round 522

Round UUID: edbd734c-4917-4bb8-8d4b-e8a9e766b1c3

Prompt:

You are analyzing entities to determine if they are DoubleAgents or Loyal based on two key attributes:
- SecretHandshakeQuality: A numerical score indicating how well they perform the secret handshake
- AccentThickness: A numerical score indicating how thick their accent is

Apply these rules to classify each entity:

1. If AccentThickness >= 47, classify as Loyal
2. If SecretHandshakeQuality >= 75 AND AccentThickness >= 40, classify as DoubleAgent
3. If SecretHandshakeQuality >= 72 AND AccentThickness < 35, classify as DoubleAgent
4. If SecretHandshakeQuality >= 70 AND AccentThickness >= 35 AND AccentThickness < 40, classify as DoubleAgent
5. If SecretHandshakeQuality >= 62 AND AccentThickness < 28, classify as DoubleAgent
6. If SecretHandshakeQuality < 62 AND AccentThickness < 20, classify as DoubleAgent
7. If SecretHandshakeQuality < 62 AND AccentThickness >= 30, classify as Loyal
8. If AccentThickness >= 40 AND SecretHandshakeQuality < 75, classify as Loyal
9. Otherwise, if SecretHandshakeQuality >= 65, classify as DoubleAgent
10. Otherwise, classify as Loyal

Return only "DoubleAgent" or "Loyal" as your answer.

• Inferences: 200
• Created: 2025-07-30 08:32:21.348429+00:00
• First inference: 2025-07-30 08:32:38.037573+00:00
• Last inference: 2025-07-30 08:50:54.084953+00:00
• Completed: yes
• Train accuracy: 0.825 (KT 0.084)
• Validation accuracy: 0.95 (KT 0.023)
• Test accuracy: 0.85 (KT 0.071)