Round 167

Round UUID: 13cff96e-2a41-4f3a-8364-c1a868fbc69e

Prompt:

Classify an entity based on these refined rules:

DoubleAgent Criteria:
1. If SecretHandshakeQuality > 70, automatically DoubleAgent
2. If SecretHandshakeQuality is between 60-70:
   - Must have AccentThickness less than 30 to be DoubleAgent
3. If SecretHandshakeQuality is between 55-60:
   - Must have AccentThickness less than 25 to be DoubleAgent

Loyal Criteria:
1. If SecretHandshakeQuality ≤ 55, automatically Loyal
2. If SecretHandshakeQuality is between 55-70:
   - Must have AccentThickness ≥ 30 to be Loyal
3. If SecretHandshakeQuality is above 70:
   - Must have AccentThickness ≥ 35 to be Loyal

Additional Considerations:
- Use a holistic assessment of both SecretHandshakeQuality and AccentThickness
- Recognize that the boundary between classifications is not strictly binary
- Prefer precision in classification over aggressive categorization

• Inferences: 200
• Created: 2025-07-01 14:25:56.471586+00:00
• First inference: 2025-07-01 14:26:07.814989+00:00
• Last inference: 2025-07-01 14:35:54.063153+00:00
• Completed: yes
• Train accuracy: 0.88125 (KT 0.056)
• Validation accuracy: 1.0 (KT 0.001)
• Test accuracy: 0.85 (KT 0.071)