Round 364

Round UUID: 2b0c5962-e4d6-4a80-818b-c9780e83ead9

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 72 and 75 AND AccentThickness is less than 30, classify as DoubleAgent; classify as Loyal if AccentThickness is 30 or higher.
7. If SecretHandshakeQuality is less than 72 AND AccentThickness is between 25 and 34, classify as DoubleAgent if AccentThickness is less than 30, otherwise classify as Loyal.
8. If SecretHandshakeQuality is less than 71 AND AccentThickness is greater than or equal to 30, classify as Loyal.
9. If AccentThickness is greater than or equal to 40, classify as Loyal regardless of SecretHandshakeQuality.

• Inferences: 200
• Created: 2025-04-24 13:40:01+00:00
• First inference: 2025-04-24 13:40:04+00:00
• Last inference: 2025-04-24 13:50:21+00:00
• Completed: yes
• Train accuracy: 0.6 (KT 0.222)
• Validation accuracy: 0.6 (KT 0.222)
• Test accuracy: 0.85 (KT 0.071)