Round 339

Round UUID: a5bc4c45-3519-4e2f-9379-b6766837995c

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 70 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 68 and 75 AND AccentThickness is between 30 and 34, classify as DoubleAgent.
8. If SecretHandshakeQuality is between 65 and 68 AND AccentThickness is greater than 32, classify as DoubleAgent.
9. If SecretHandshakeQuality is less than or equal to 70 AND AccentThickness is greater than 32, classify as Loyal.
10. If SecretHandshakeQuality is less than 65, regardless of AccentThickness, classify as Loyal.
11. If AccentThickness is greater than or equal to 40, classify as Loyal regardless of SecretHandshakeQuality.
12. If SecretHandshakeQuality is less than 75 AND AccentThickness is greater than 35, classify as Loyal.
13. If SecretHandshakeQuality is between 60 and 75 AND AccentThickness is between 26 and 30, classify as Loyal.
14. If SecretHandshakeQuality is less than 70 AND AccentThickness is less than or equal to 30, classify as Loyal.
15. If SecretHandshakeQuality is less than 75 AND AccentThickness is between 25 and 35, classify as Loyal.
16. If SecretHandshakeQuality is less than 80 AND AccentThickness is exactly 30, classify as Loyal.
17. If SecretHandshakeQuality is between 74 and 79 AND AccentThickness is less than or equal to 27, classify as DoubleAgent.

• Inferences: 200
• Created: 2025-04-24 08:38:09+00:00
• First inference: 2025-04-24 08:38:12+00:00
• Last inference: 2025-04-24 08:49:47+00:00
• Completed: yes
• Train accuracy: 0.575 (KT 0.241)
• Validation accuracy: 0.5 (KT 0.301)
• Test accuracy: 0.65 (KT 0.188)