Round 323

Round UUID: a9e3e988-8cbe-4df8-85e6-7d0af6623bd3

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 76 AND AccentThickness is less than 28, classify as DoubleAgent.
4. If SecretHandshakeQuality is greater than or equal to 70 AND AccentThickness is between 25 and 35, classify as DoubleAgent.
5. If SecretHandshakeQuality is between 68 and 75 AND AccentThickness is less than 30, classify as DoubleAgent.
6. If SecretHandshakeQuality is less than 75 AND AccentThickness is greater than 30, classify as Loyal.
7. If SecretHandshakeQuality is less than 65, regardless of AccentThickness, classify as Loyal.
8. If AccentThickness is greater than 40, classify as Loyal regardless of SecretHandshakeQuality.
9. If SecretHandshakeQuality is less than 70 AND AccentThickness is less than or equal to 35, classify as Loyal.
10. If SecretHandshakeQuality is less than 80 AND AccentThickness is exactly 30, classify as Loyal.
11. If SecretHandshakeQuality is 70 or below AND AccentThickness is greater than 36, classify as Loyal.

• Inferences: 200
• Created: 2025-04-24 05:29:39+00:00
• First inference: 2025-04-24 05:29:42+00:00
• Last inference: 2025-04-24 05:44:55+00:00
• Completed: yes
• Train accuracy: 0.56875 (KT 0.245)
• Validation accuracy: 0.6 (KT 0.222)
• Test accuracy: 0.75 (KT 0.126)