Round 322

Round UUID: 5accb058-0b0b-4e89-b597-d033467d2035

Prompt:

To classify an entity as either a DoubleAgent or a Loyal, follow these explicit rules:

1. If SecretHandshakeQuality is greater than or equal to 85 AND AccentThickness is less than 25, classify as DoubleAgent.
2. If SecretHandshakeQuality is greater than or equal to 80 AND AccentThickness is less than 30, classify as DoubleAgent.
3. If SecretHandshakeQuality is greater than 75 AND AccentThickness is less than 27, classify as DoubleAgent.
4. If SecretHandshakeQuality is greater than 75 AND AccentThickness is between 31 and 40, classify as DoubleAgent.  
5. If SecretHandshakeQuality is less than 75 AND AccentThickness is greater than 30, classify as Loyal.
6. If SecretHandshakeQuality is less than 65, regardless of AccentThickness, classify as Loyal.
7. If AccentThickness is greater than 40, classify as Loyal regardless of SecretHandshakeQuality.
8. If SecretHandshakeQuality is less than 70 AND AccentThickness is less than or equal to 35, classify as Loyal.
9. If SecretHandshakeQuality is greater than or equal to 70 AND AccentThickness is between 25 and 30, classify as Loyal.
10. If SecretHandshakeQuality is less than 80 AND AccentThickness is exactly 30, classify as Loyal.
11. If SecretHandshakeQuality is greater than or equal to 70 AND AccentThickness is greater than 35, classify as DoubleAgent.

• Inferences: 200
• Created: 2025-04-24 05:17:33+00:00
• First inference: 2025-04-24 05:17:37+00:00
• Last inference: 2025-04-24 05:29:32+00:00
• Completed: yes
• Train accuracy: 0.525 (KT 0.280)
• Validation accuracy: 0.65 (KT 0.188)
• Test accuracy: 0.55 (KT 0.260)