Round 365

Round UUID: dd9e4b6e-3bd9-48cf-af67-5486af64f64e

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 26, classify as DoubleAgent.
2. If SecretHandshakeQuality is greater than or equal to 88 AND AccentThickness is less than 27, classify as DoubleAgent.
3. If SecretHandshakeQuality is greater than or equal to 85 AND AccentThickness is less than or equal to 26, classify as DoubleAgent. 
4. If SecretHandshakeQuality is greater than or equal to 82 AND AccentThickness is less than or equal to 25, classify as DoubleAgent.
5. If SecretHandshakeQuality is between 79 and 81 AND AccentThickness is less than or equal to 25, classify as DoubleAgent.
6. If SecretHandshakeQuality is between 75 and 78 AND AccentThickness is less than 30, classify as DoubleAgent; classify as Loyal if AccentThickness is 30 or higher.
7. If SecretHandshakeQuality is less than 75 AND AccentThickness is between 25 and 34 AND AccentThickness is less than 30, classify as DoubleAgent; otherwise classify as Loyal.
8. If AccentThickness is greater than or equal to 35 AND SecretHandshakeQuality is less than or equal to 70, 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 13:50:29+00:00
• First inference: 2025-04-24 13:50:34+00:00
• Last inference: 2025-04-24 14:00:47+00:00
• Completed: yes
• Train accuracy: 0.56875 (KT 0.245)
• Validation accuracy: 0.65 (KT 0.188)
• Test accuracy: 0.7 (KT 0.156)