Round 168

Round UUID: b30af9fb-3418-4280-bbc4-98f7b63fb9ab

Prompt:

Classify an entity based on these refined rules:

DoubleAgent Criteria:
1. Automatic DoubleAgent if:
   - SecretHandshakeQuality > 75, AND
   - AccentThickness < 40
2. Potential DoubleAgent if:
   - SecretHandshakeQuality is 65-75, AND
   - AccentThickness < 30
3. Conditional DoubleAgent if:
   - SecretHandshakeQuality is 60-65, AND
   - AccentThickness < 25

Loyal Criteria:
1. Automatic Loyal if:
   - SecretHandshakeQuality ≤ 60, OR
   - AccentThickness ≥ 45
2. Conditional Loyal if:
   - SecretHandshakeQuality is 60-75, AND
   - AccentThickness ≥ 30
3. High Confidence Loyal if:
   - SecretHandshakeQuality > 75, AND
   - AccentThickness ≥ 40

Additional Guidelines:
- Use a holistic scoring approach
- Consider the interaction between SecretHandshakeQuality and AccentThickness
- When in doubt, lean towards the classification with higher confidence
- Recognize that some entities may have ambiguous characteristics

• Inferences: 200
• Created: 2025-07-01 14:35:56.756161+00:00
• First inference: 2025-07-01 14:36:08.459287+00:00
• Last inference: 2025-07-01 14:48:22.693493+00:00
• Completed: yes
• Train accuracy: 0.73125 (KT 0.137)
• Validation accuracy: 0.8 (KT 0.098)
• Test accuracy: 0.75 (KT 0.126)