Round 374

Round UUID: 838efbc2-3537-4e27-a4f7-e62bee8a2fa1

Prompt:

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

1. If SecretHandshakeQuality is greater than or equal to 90 AND AccentThickness is less than or equal to 22, classify as DoubleAgent.
2. If SecretHandshakeQuality is greater than or equal to 88 AND AccentThickness is less than or equal to 23, classify as DoubleAgent.
3. If SecretHandshakeQuality is greater than or equal to 85 AND AccentThickness is less than or equal to 22, classify as DoubleAgent.
4. If SecretHandshakeQuality is between 81 and 84 AND AccentThickness is less than or equal to 22, classify as DoubleAgent; classify as Loyal if AccentThickness is greater than or equal to 23.
5. If SecretHandshakeQuality is between 76 and 80 AND AccentThickness is less than or equal to 21, classify as DoubleAgent; classify as Loyal otherwise.
6. If SecretHandshakeQuality is between 71 and 75 AND AccentThickness is less than or equal to 20, classify as DoubleAgent; classify as Loyal otherwise.
7. If SecretHandshakeQuality is less than 71 AND AccentThickness is less than or equal to 24, classify as DoubleAgent; classify as Loyal if AccentThickness is greater than or equal to 24.
8. If AccentThickness is greater than or equal to 38 AND SecretHandshakeQuality is less than 80, classify as Loyal.
9. If AccentThickness is greater than or equal to 41, classify as Loyal regardless of SecretHandshakeQuality.

• Inferences: 200
• Created: 2025-04-24 15:08:10+00:00
• First inference: 2025-04-24 15:08:13+00:00
• Last inference: 2025-04-24 15:17:51+00:00
• Completed: yes
• Train accuracy: 0.5125 (KT 0.290)
• Validation accuracy: 0.5 (KT 0.301)
• Test accuracy: 0.55 (KT 0.260)