Round 227

Round UUID: 06a9973f-69c5-4b52-a378-13e2fc4a7a4c

Prompt:

Classify each entity as either 'DoubleAgent' or 'Loyal' based on the following rules:

1. If SecretHandshakeQuality is greater than or equal to 88, classify as 'DoubleAgent'.
2. If AccentThickness is less than or equal to 12, classify as 'DoubleAgent'.
3. If SecretHandshakeQuality is greater than or equal to 75 AND AccentThickness is less than or equal to 30, classify as 'DoubleAgent'.
4. If SecretHandshakeQuality is less than or equal to 60 AND AccentThickness is greater than or equal to 25, classify as 'Loyal'.
5. If the absolute difference between SecretHandshakeQuality and AccentThickness is greater than 45, classify as 'DoubleAgent'.
6. If SecretHandshakeQuality is between 65 and 85, and AccentThickness is between 15 and 35, classify as 'Loyal'.
7. Otherwise, classify as 'Loyal'.

Carefully consider all features before making a classification.

• Inferences: 200
• Created: 2025-04-17 17:21:10+00:00
• First inference: 2025-04-17 17:21:16+00:00
• Last inference: 2025-04-17 17:37:08+00:00
• Completed: yes
• Train accuracy: 0.65 (KT 0.188)
• Validation accuracy: 0.65 (KT 0.188)
• Test accuracy: 0.75 (KT 0.126)