Round 3

Round UUID: 3c3800da-b771-4cc7-9f87-f95a8f8a82d0

Prompt:

Classify an entity as a DoubleAgent using the following comprehensive criteria:

DoubleAgent Classification Rules:
1. Primary Criteria:
   - If SecretHandshakeQuality > 65 AND AccentThickness < 35, classify as DoubleAgent
   - If SecretHandshakeQuality > 75 AND AccentThickness < 40, classify as DoubleAgent

2. Compensatory Criteria:
   - If SecretHandshakeQuality is between 60-75:
     * Classify as DoubleAgent if AccentThickness is exceptionally low (< 20)
     * Requires SecretHandshakeQuality to be above 65 when AccentThickness is between 20-35

Loyal Classification Rules:
1. Primary Criteria:
   - If AccentThickness > 50, classify as Loyal
   - If SecretHandshakeQuality < 60, classify as Loyal

2. Secondary Criteria:
   - If SecretHandshakeQuality is between 60-70:
     * Classify as Loyal if AccentThickness > 40
     * Requires a clear separation from potential DoubleAgent indicators

Additional Guidance:
- These rules capture the nuanced interplay between SecretHandshakeQuality and AccentThickness
- Look for combinations that suggest covert or straightforward allegiances
- Prioritize precise identification over broad categorization

Rationale: The classification method seeks to identify DoubleAgents through a combination of high secretive capabilities (SecretHandshakeQuality) and low detectability (AccentThickness), while identifying Loyal entities through more pronounced identifying characteristics.

• Inferences: 200
• Created: 2025-04-18 01:35:29+00:00
• First inference: 2025-04-18 01:35:35+00:00
• Last inference: 2025-04-18 01:45:00+00:00
• Completed: yes
• Train accuracy: 0.825 (Krichevsky-Trofimov 0.084)
• Validation accuracy: 0.85 (Krichevsky-Trofimov 0.071)
• Test accuracy: 0.8 (Krichevsky-Trofimov 0.098)