Round 235

Round UUID: a77df7ce-88c7-4429-935c-7cbed60e9450

Prompt:

Given the following entity data, classify the entity as either 'DoubleAgent' or 'Loyal' using these clear, prioritized rules:

1. If AccentThickness > 45, classify as Loyal.
2. If SecretHandshakeQuality >= 72 and AccentThickness <= 40, classify as DoubleAgent.
3. If SecretHandshakeQuality >= 65 and AccentThickness <= 30, classify as DoubleAgent.
4. If SecretHandshakeQuality >= 60 and AccentThickness <= 20, classify as DoubleAgent.
5. In all other cases, classify as Loyal.

Entity Data:
    SecretHandshakeQuality: [value]
    AccentThickness: [value]

Classify as either 'DoubleAgent' or 'Loyal' and provide only the label.

• Inferences: 200
• Created: 2025-04-18 22:56:30+00:00
• First inference: 2025-04-18 22:56:34+00:00
• Last inference: 2025-04-18 23:04:45+00:00
• Completed: yes
• Train accuracy: 0.8125 (Krichevsky-Trofimov 0.091)
• Validation accuracy: 0.8 (Krichevsky-Trofimov 0.098)
• Test accuracy: 0.9 (Krichevsky-Trofimov 0.047)