Round 363

Round UUID: bc94d8c8-9535-401c-8dbe-c01373bb1593

Prompt:

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

1. If SecretHandshakeQuality is greater than or equal to 90 AND AccentThickness is less than 26, classify as DoubleAgent.
2. If SecretHandshakeQuality is greater than or equal to 88 AND AccentThickness is less than or equal to 27, classify as DoubleAgent.
3. If SecretHandshakeQuality is greater than or equal to 86 AND AccentThickness is less than or equal to 25, classify as DoubleAgent.
4. If SecretHandshakeQuality is greater than or equal to 81 AND AccentThickness is less than or equal to 24, classify as DoubleAgent.
5. If SecretHandshakeQuality is between 76 and 80 AND AccentThickness is less than or equal to 25, classify as DoubleAgent.
6. If SecretHandshakeQuality is between 71 and 75 AND AccentThickness is less than 29, classify as Loyal; classify as DoubleAgent if AccentThickness is exactly 30, to prevent misclassification.
7. If SecretHandshakeQuality is less than 71 AND AccentThickness is greater than or equal to 30, classify as Loyal.
8. If SecretHandshakeQuality is less than 75 AND AccentThickness is between 27 and 34, classify as Loyal but ensure AccentThickness is considered closely for ranges impacting earlier rules.
9. If AccentThickness is greater than or equal to 40, classify as Loyal regardless of SecretHandshakeQuality.

• Inferences: 200
• Created: 2025-04-24 13:29:19+00:00
• First inference: 2025-04-24 13:29:24+00:00
• Last inference: 2025-04-24 13:39:52+00:00
• Completed: yes
• Train accuracy: 0.41875 (KT 0.378)
• Validation accuracy: 0.5 (KT 0.301)
• Test accuracy: 0.6 (KT 0.222)