Round 327

Round UUID: 40c5f699-7df8-4366-8428-58711c7a8641

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 85 AND AccentThickness is less than or equal to 25, classify as DoubleAgent.
2. If SecretHandshakeQuality is greater than or equal to 82 AND AccentThickness is less than or equal to 30, classify as DoubleAgent.
3. If SecretHandshakeQuality is greater than or equal to 80 AND AccentThickness is less than 28, classify as DoubleAgent.
4. If SecretHandshakeQuality is between 75 and 80 AND AccentThickness is less than or equal to 25, classify as DoubleAgent.
5. If SecretHandshakeQuality is greater than 70 AND AccentThickness is between 25 and 30, classify as DoubleAgent.
6. If SecretHandshakeQuality is greater than 70 AND AccentThickness is greater than 35, classify as DoubleAgent.
7. If SecretHandshakeQuality is less than or equal to 75 AND AccentThickness is greater than 30, classify as Loyal.
8. If SecretHandshakeQuality is less than 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 70 AND AccentThickness is less than or equal to 35, classify as Loyal.
11. If SecretHandshakeQuality is less than 80 AND AccentThickness is exactly 30, classify as Loyal.
12. If SecretHandshakeQuality is less than 70 AND AccentThickness is between 36 and 40, classify as Loyal.

• Inferences: 200
• Created: 2025-04-24 06:21:06+00:00
• First inference: 2025-04-24 06:21:11+00:00
• Last inference: 2025-04-24 06:32:42+00:00
• Completed: yes
• Train accuracy: 0.51875 (KT 0.285)
• Validation accuracy: 0.6 (KT 0.222)
• Test accuracy: 0.65 (KT 0.188)