Round 269

Round UUID: ea9ce3cf-1a36-46fc-9a8c-cc4b57680b09

Prompt:

Below are updated rules to classify an entity as DoubleAgent or Loyal, refined to reduce both false positives and false negatives:

1. If SecretHandshakeQuality ≥ 80, then label the entity as DoubleAgent.
2. Else if SecretHandshakeQuality ≥ 60:
   - If AccentThickness ≤ 31, then label the entity as DoubleAgent.
   - Otherwise, label the entity as Loyal.
3. Otherwise, label the entity as Loyal.

You will be given a single row of data with the fields SecretHandshakeQuality and AccentThickness. Apply the above rules to produce your final answer (DoubleAgent or Loyal).

• Inferences: 200
• Created: 2025-04-17 10:28:49+00:00
• First inference: 2025-04-17 10:28:52+00:00
• Last inference: 2025-04-17 10:36:18+00:00
• Completed: yes
• Train accuracy: 0.8125 (KT 0.091)
• Validation accuracy: 0.8 (KT 0.098)
• Test accuracy: 0.95 (KT 0.023)