Round 239

Round UUID: a87853a1-053a-4b08-a71f-edccca9eaa0f

Prompt:

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

1. If AccentThickness > 46, classify as Loyal.
2. If SecretHandshakeQuality >= 78 and AccentThickness <= 42, classify as DoubleAgent.
3. If SecretHandshakeQuality >= 73 and AccentThickness <= 36, classify as DoubleAgent.
4. If SecretHandshakeQuality >= 68 and AccentThickness <= 30, classify as DoubleAgent.
5. If SecretHandshakeQuality >= 63 and AccentThickness <= 24, classify as DoubleAgent.
6. If SecretHandshakeQuality >= 59 and AccentThickness <= 18, 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 23:29:27+00:00
• First inference: 2025-04-18 23:29:31+00:00
• Last inference: 2025-04-18 23:37:46+00:00
• Completed: yes
• Train accuracy: 0.775 (Krichevsky-Trofimov 0.111)
• Validation accuracy: 0.55 (Krichevsky-Trofimov 0.260)
• Test accuracy: 0.9 (Krichevsky-Trofimov 0.047)