Round 371

Round UUID: 96c834fc-54a6-40b6-9e67-76f68462fb8d

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 24, classify as DoubleAgent.
2. If SecretHandshakeQuality is greater than or equal to 88 AND AccentThickness is less than or equal to 25, classify as DoubleAgent.
3. If SecretHandshakeQuality is greater than or equal to 85 AND AccentThickness is less than or equal to 24, classify as DoubleAgent.
4. If SecretHandshakeQuality is between 80 and 84 AND AccentThickness is less than or equal to 24, classify as DoubleAgent; classify as Loyal otherwise.
5. If SecretHandshakeQuality is between 75 and 79 AND AccentThickness is less than or equal to 22, classify as DoubleAgent; classify as Loyal otherwise.
6. If SecretHandshakeQuality is between 70 and 74 AND AccentThickness is less than or equal to 21, classify as DoubleAgent; classify as Loyal otherwise.
7. If SecretHandshakeQuality is less than 70 AND AccentThickness is less than 28, classify as DoubleAgent; classify as Loyal if AccentThickness is greater than or equal to 28.
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 14:41:04+00:00
• First inference: 2025-04-24 14:41:08+00:00
• Last inference: 2025-04-24 14:49:34+00:00
• Completed: yes
• Train accuracy: 0.49375 (KT 0.306)
• Validation accuracy: 0.65 (KT 0.188)
• Test accuracy: 0.6 (KT 0.222)