Round 399

Round UUID: ac8befeb-e5ad-4839-bde4-3f33696b09fe

Prompt:

To classify an entity as either a DoubleAgent or a Loyal, please adhere to the following explicit rules:

1. If SecretHandshakeQuality is greater than or equal to 90 AND AccentThickness is less than or equal to 21, classify as DoubleAgent.
2. If SecretHandshakeQuality is between 85 and 89 AND AccentThickness is less than or equal to 20, classify as DoubleAgent.
3. If SecretHandshakeQuality is between 80 and 84 AND AccentThickness is less than or equal to 20, classify as DoubleAgent.
4. If SecretHandshakeQuality is between 75 and 79 AND AccentThickness is between 20 and 25, classify as Loyal;
   classify as DoubleAgent if AccentThickness is less than or equal to 20.
5. If SecretHandshakeQuality is less than or equal to 70 AND AccentThickness is less than or equal to 22, classify as DoubleAgent;
   classify as Loyal if AccentThickness is greater than 22.
6. If AccentThickness is greater than or equal to 42, classify as Loyal regardless of SecretHandshakeQuality.
7. If SecretHandshakeQuality is between 61 and 69 AND AccentThickness is greater than or equal to 25, classify as Loyal.
8. If SecretHandshakeQuality is between 66 and 70 AND AccentThickness is between 22 and 25, classify as DoubleAgent to correct misclassifications.
9. If SecretHandshakeQuality is exactly 70 AND AccentThickness is 24, classify as DoubleAgent to resolve prior misclassifications.

• Inferences: 200
• Created: 2025-04-24 20:09:23+00:00
• First inference: 2025-04-24 20:09:27+00:00
• Last inference: 2025-04-24 20:21:09+00:00
• Completed: yes
• Train accuracy: 0.525 (KT 0.280)
• Validation accuracy: 0.5 (KT 0.301)
• Test accuracy: 0.5 (KT 0.301)