Round 369

Round UUID: ef48153c-9eed-4f61-8b62-5e0efd082121

Prompt:

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

1. If SecretHandshakeQuality is greater than or equal to 90 AND AccentThickness is less than 25, classify as DoubleAgent.
2. If SecretHandshakeQuality is greater than or equal to 88 AND AccentThickness is less than or equal to 26, classify as DoubleAgent.
3. If SecretHandshakeQuality is greater than or equal to 85 AND AccentThickness is less than or equal to 25, classify as DoubleAgent.
4. If SecretHandshakeQuality is between 80 and 84 AND AccentThickness is less than or equal to 25, classify as DoubleAgent; classify as Loyal if AccentThickness is greater than 25.
5. If SecretHandshakeQuality is between 76 and 79 AND AccentThickness is less than or equal to 23, classify as DoubleAgent; classify as Loyal otherwise.
6. If SecretHandshakeQuality is less than 76 AND AccentThickness is less than 30, classify as DoubleAgent; classify as Loyal if AccentThickness is greater than or equal to 30.
7. If AccentThickness is greater than or equal to 35 AND SecretHandshakeQuality is less than or equal to 70, classify as Loyal.
8. If AccentThickness is greater than or equal to 40, classify as Loyal regardless of SecretHandshakeQuality.

• Inferences: 200
• Created: 2025-04-24 14:25:34+00:00
• First inference: 2025-04-24 14:25:37+00:00
• Last inference: 2025-04-24 14:33:04+00:00
• Completed: yes
• Train accuracy: 0.60625 (KT 0.218)
• Validation accuracy: 0.6 (KT 0.222)
• Test accuracy: 0.8 (KT 0.098)