Round 318

Round UUID: 4a36aefe-882c-4675-964c-ba7064399d64

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 75 AND AccentThickness is less than 30, classify as DoubleAgent.
3. If SecretHandshakeQuality is between 70 and 75 AND AccentThickness is less than 28, classify as DoubleAgent.
4. If SecretHandshakeQuality is greater than or equal to 68 AND AccentThickness is less than 27, classify as DoubleAgent.
5. If SecretHandshakeQuality is between 65 and 70 AND AccentThickness is less than 30, classify as DoubleAgent.
6. If SecretHandshakeQuality is less than 70 AND AccentThickness is less than or equal to 35, classify as Loyal.
7. If SecretHandshakeQuality is greater than or equal to 70 AND AccentThickness is greater than or equal to 30, classify as Loyal.
8. If SecretHandshakeQuality is below 65, regardless of AccentThickness, classify as Loyal.
9. If AccentThickness is greater than 40, classify as Loyal regardless of SecretHandshakeQuality.
10. If SecretHandshakeQuality is less than 50, classify as Loyal regardless of AccentThickness.

• Inferences: 200
• Created: 2025-04-24 04:27:21+00:00
• First inference: 2025-04-24 04:27:24+00:00
• Last inference: 2025-04-24 04:40:01+00:00
• Completed: yes
• Train accuracy: 0.5625 (KT 0.250)
• Validation accuracy: 0.55 (KT 0.260)
• Test accuracy: 0.7 (KT 0.156)