Round 314

Round UUID: b9979ec0-e3af-4da8-8533-6e56090dbaa3

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 80 AND AccentThickness is less than 25, classify as DoubleAgent.
2. If SecretHandshakeQuality is greater than or equal to 75 AND AccentThickness is less than 30, classify as DoubleAgent.
3. If SecretHandshakeQuality is greater than or equal to 72 AND AccentThickness is less than 30, classify as DoubleAgent.
4. If SecretHandshakeQuality is greater than or equal to 70 AND AccentThickness is greater than 30, classify as Loyal.
5. If SecretHandshakeQuality is greater than or equal to 70 AND AccentThickness is less than or equal to 30, classify as DoubleAgent.
6. If SecretHandshakeQuality is between 65 and 70 AND AccentThickness is greater than 35, classify as Loyal.
7. If SecretHandshakeQuality is below 65, regardless of AccentThickness, classify as Loyal.
8. If SecretHandshakeQuality is between 50 and 65 AND AccentThickness is below 30, classify as DoubleAgent.
9. If AccentThickness is greater than 40, classify as Loyal regardless of SecretHandshakeQuality.
10. If SecretHandshakeQuality is between 60 and 70 AND AccentThickness is between 25 and 35, classify as DoubleAgent.

• Inferences: 200
• Created: 2025-04-24 03:42:11+00:00
• First inference: 2025-04-24 03:42:16+00:00
• Last inference: 2025-04-24 03:54:09+00:00
• Completed: yes
• Train accuracy: 0.66875 (KT 0.175)
• Validation accuracy: 0.55 (KT 0.260)
• Test accuracy: 0.85 (KT 0.071)