Round 341

Round UUID: 923ffca9-4f24-4805-95c9-a6ded89a7887

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 or equal to 25, classify as DoubleAgent.
2. If SecretHandshakeQuality is greater than or equal to 83 AND AccentThickness is less than 30, classify as DoubleAgent.
3. If SecretHandshakeQuality is greater than or equal to 80 AND AccentThickness is less than 28, classify as DoubleAgent.
4. If SecretHandshakeQuality is between 75 and 80 AND AccentThickness is less than or equal to 27, classify as DoubleAgent.
5. If SecretHandshakeQuality is greater than 73 AND AccentThickness is between 26 and 30, classify as DoubleAgent.
6. If SecretHandshakeQuality is greater than 70 AND AccentThickness is greater than 35, classify as DoubleAgent.
7. If SecretHandshakeQuality is between 70 and 73 AND AccentThickness is greater than 28, classify as DoubleAgent.
8. If SecretHandshakeQuality is less than or equal to 70 AND AccentThickness is greater than 32, classify as Loyal.
9. If SecretHandshakeQuality is less than 65, regardless of AccentThickness, classify as Loyal.
10. If AccentThickness is greater than or equal to 40, classify as Loyal regardless of SecretHandshakeQuality.
11. If SecretHandshakeQuality is less than 75 AND AccentThickness is greater than 35, classify as Loyal.
12. If SecretHandshakeQuality is less than 70 AND AccentThickness is less than or equal to 30, classify as Loyal.
13. If SecretHandshakeQuality is less than 75 AND AccentThickness is between 25 and 35, classify as Loyal.
14. If AccentThickness is exactly 30 AND SecretHandshakeQuality is less than 80, classify as Loyal.

• Inferences: 200
• Created: 2025-04-24 09:02:43+00:00
• First inference: 2025-04-24 09:02:55+00:00
• Last inference: 2025-04-24 09:15:31+00:00
• Completed: yes
• Train accuracy: 0.5375 (KT 0.270)
• Validation accuracy: 0.6 (KT 0.222)
• Test accuracy: 0.75 (KT 0.126)