Round 312

Round UUID: df1cd592-276e-4d2a-a50b-7226db877ddb

Prompt:

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

1. If SecretHandshakeQuality is greater than 80 AND AccentThickness is less than 25, classify as DoubleAgent.
2. If SecretHandshakeQuality is between 75 and 80 AND AccentThickness is less than 30, classify as DoubleAgent.
3. If SecretHandshakeQuality is between 72 and 75 AND AccentThickness is less than 30, classify as DoubleAgent.
4. If SecretHandshakeQuality is between 70 and 72 AND AccentThickness is less than 30, classify as Loyal.
5. If SecretHandshakeQuality is between 70 and 75 AND AccentThickness is greater than or equal to 30, classify as Loyal.
6. If SecretHandshakeQuality is between 65 and 70 AND AccentThickness is above 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.

• Inferences: 200
• Created: 2025-04-24 03:21:30+00:00
• First inference: 2025-04-24 03:21:33+00:00
• Last inference: 2025-04-24 03:31:15+00:00
• Completed: yes
• Train accuracy: 0.5375 (KT 0.270)
• Validation accuracy: 0.65 (KT 0.188)
• Test accuracy: 0.7 (KT 0.156)