Round 270

Round UUID: cf94d966-f714-488f-8726-5f67e1ea76cf

Prompt:

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

1. If SecretHandshakeQuality ≥ 80, then label the entity as DoubleAgent.
2. Else if SecretHandshakeQuality ≥ 70:
   – If AccentThickness ≤ 38, then label the entity as DoubleAgent.
   – Otherwise, label the entity as Loyal.
3. Else if SecretHandshakeQuality ≥ 60:
   – If AccentThickness ≤ 25, then label the entity as DoubleAgent.
   – Otherwise, label the entity as Loyal.
4. 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 10:37:22+00:00
• First inference: 2025-04-17 10:37:29+00:00
• Last inference: 2025-04-17 10:44:42+00:00
• Completed: yes
• Train accuracy: 0.61875 (KT 0.209)
• Validation accuracy: 0.75 (KT 0.126)
• Test accuracy: 0.7 (KT 0.156)