Round 238

Round UUID: db24e2cd-9879-477f-b1e9-741870c78484

Prompt:

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

1. If AccentThickness > 48, classify as Loyal.
2. If SecretHandshakeQuality >= 77 and AccentThickness <= 48, classify as DoubleAgent.
3. If SecretHandshakeQuality >= 72 and AccentThickness <= 38, classify as DoubleAgent.
4. If SecretHandshakeQuality >= 67 and AccentThickness <= 32, classify as DoubleAgent.
5. If SecretHandshakeQuality >= 62 and AccentThickness <= 24, classify as DoubleAgent.
6. If SecretHandshakeQuality >= 58 and AccentThickness <= 16, classify as DoubleAgent.
7. 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 23:20:48+00:00
• First inference: 2025-04-18 23:20:53+00:00
• Last inference: 2025-04-18 23:29:18+00:00
• Completed: yes
• Train accuracy: 0.825 (KT 0.084)
• Validation accuracy: 0.75 (KT 0.126)
• Test accuracy: 0.95 (KT 0.023)