Round 316

Round UUID: 2683ab34-6dba-495e-afdf-83653541eabd

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 40, classify as DoubleAgent.
3. If SecretHandshakeQuality is between 72 and 75 AND AccentThickness is less than 30, classify as DoubleAgent.
4. If SecretHandshakeQuality is greater than or equal to 68 AND AccentThickness is less than 30, classify as DoubleAgent.
5. If SecretHandshakeQuality is less than 70 AND AccentThickness is less than or equal to 35, classify as Loyal.
6. If SecretHandshakeQuality is greater than or equal to 70 AND AccentThickness is greater than 30, classify as Loyal.
7. If SecretHandshakeQuality is below 65, regardless of AccentThickness, classify as Loyal.
8. If AccentThickness is greater than 40, classify as Loyal regardless of SecretHandshakeQuality.
9. If SecretHandshakeQuality is between 65 and 68 AND AccentThickness is below 30, classify as DoubleAgent.
10. If SecretHandshakeQuality is less than 50, classify as Loyal regardless of AccentThickness.

• Inferences: 200
• Created: 2025-04-24 04:04:48+00:00
• First inference: 2025-04-24 04:04:52+00:00
• Last inference: 2025-04-24 04:15:47+00:00
• Completed: yes
• Train accuracy: 0.675 (KT 0.171)
• Validation accuracy: 0.7 (KT 0.156)
• Test accuracy: 0.85 (KT 0.071)