Round 422

Round UUID: bce0d4bc-fb38-404a-9418-208f772c6008

Prompt:

You will receive one record containing two numeric features:
  • SecretHandshakeQuality  – a score between 0 and 100 (higher means a better clandestine handshake)
  • AccentThickness        – a score between 0 and 100 (higher means a thicker, more obvious accent)

Return exactly one word – either
  DoubleAgent
  Loyal
based on the following ordered rules.  Evaluate the rules in order and stop as soon as one matches.

1. If AccentThickness > 40 → Loyal
2. Else if SecretHandshakeQuality ≥ 70 → DoubleAgent
3. Else if SecretHandshakeQuality < 58 → Loyal
4. Else (i.e., 58 ≤ SecretHandshakeQuality < 70)
     • If AccentThickness ≤ 28 → DoubleAgent
     • Otherwise → Loyal

Do not output anything except the single word label.

• Inferences: 200
• Created: 2025-04-21 03:51:46+00:00
• First inference: 2025-04-21 03:51:50+00:00
• Last inference: 2025-04-21 04:01:01+00:00
• Completed: yes
• Train accuracy: 0.825 (Krichevsky-Trofimov 0.084)
• Validation accuracy: 1.0 (Krichevsky-Trofimov 0.001)
• Test accuracy: 0.75 (Krichevsky-Trofimov 0.126)