Round 444

Round UUID: 8b71bca6-d3ee-41ef-a458-39ab8e2f7791

Prompt:

Analyze the provided Entity Data, which contains 'SecretHandshakeQuality' and 'AccentThickness'. Classify the entity as 'DoubleAgent' or 'Loyal' based on the following rules. Apply the rules in the order they are listed.

1.  If SecretHandshakeQuality > 71:
    a. If AccentThickness > 50, classify as 'Loyal'.
    b. Otherwise (AccentThickness <= 50), classify as 'DoubleAgent'.
2.  If SecretHandshakeQuality <= 60:
    a. If AccentThickness <= 20, classify as 'DoubleAgent'.
    b. Otherwise (AccentThickness > 20), classify as 'Loyal'.
3.  If SecretHandshakeQuality > 60 AND SecretHandshakeQuality <= 71:
    a. If AccentThickness > 30, classify as 'Loyal'.
    b. Otherwise (AccentThickness <= 30), classify as 'DoubleAgent'.

Provide only the classification ('DoubleAgent' or 'Loyal') as the output.

• Inferences: 200
• Created: 2025-04-17 13:47:56+00:00
• First inference: 2025-04-17 13:48:02+00:00
• Last inference: 2025-04-17 13:53:54+00:00
• Completed: yes
• Train accuracy: 0.875 (KT 0.059)
• Validation accuracy: 0.85 (KT 0.071)
• Test accuracy: 0.75 (KT 0.126)