Round 483

Round UUID: 1bfbc642-d0aa-436c-9d61-8672f74cf206

Prompt:

You are identifying whether an entity is a DoubleAgent or Loyal based on two metrics: SecretHandshakeQuality and AccentThickness.

Apply these rules in order:

1. If SecretHandshakeQuality is greater than 80 AND AccentThickness is greater than 40, classify as DoubleAgent
2. If SecretHandshakeQuality is greater than 77 AND AccentThickness is greater than 42, classify as DoubleAgent
3. If SecretHandshakeQuality is greater than 75 AND AccentThickness is greater than 45, classify as Loyal
4. If AccentThickness is greater than 38 AND SecretHandshakeQuality is less than 77, classify as Loyal
5. If SecretHandshakeQuality is greater than 75 AND AccentThickness is less than 30, classify as DoubleAgent
6. If SecretHandshakeQuality is greater than 70 AND AccentThickness is less than 35, classify as DoubleAgent
7. If SecretHandshakeQuality is between 57 and 63 AND AccentThickness is less than 22, classify as DoubleAgent
8. If SecretHandshakeQuality is less than 45, classify as DoubleAgent
9. If SecretHandshakeQuality is between 67 and 72 AND AccentThickness is less than 26, classify as DoubleAgent
10. If SecretHandshakeQuality is between 60 and 70 AND AccentThickness is between 30 and 38, classify as Loyal
11. Otherwise, classify as Loyal

Output only "DoubleAgent" or "Loyal" based on these rules.

• Inferences: 200
• Created: 2025-07-03 09:58:29.073623+00:00
• First inference: 2025-07-03 09:58:47.163462+00:00
• Last inference: 2025-07-03 10:15:02.376896+00:00
• Completed: yes
• Train accuracy: 0.8 (KT 0.098)
• Validation accuracy: 0.7 (KT 0.156)
• Test accuracy: 0.9 (KT 0.047)