Round 423

Round UUID: 9f1a3ce3-778b-45a4-b79f-00a5d9d50c00

Prompt:

You will receive one record that contains two numeric features:
  • SecretHandshakeQuality – a score from 0 to 100 (higher is better)
  • AccentThickness       – a score from 0 to 100 (higher is thicker / more obvious)

Return exactly ONE word, either
  DoubleAgent
  Loyal

Evaluate the following rules IN ORDER and stop as soon as one applies.

1. If SecretHandshakeQuality ≥ 80 → DoubleAgent

2. Else if AccentThickness > 45 → Loyal

3. Else if SecretHandshakeQuality < 55
     • If AccentThickness < 22 → DoubleAgent
     • Otherwise               → Loyal

4. Else if SecretHandshakeQuality ≥ 70
     • If AccentThickness > 38 → Loyal
     • Otherwise               → DoubleAgent

5. Else   (55 ≤ SecretHandshakeQuality < 70)
     • If SecretHandshakeQuality ≥ 65 AND AccentThickness ≤ 32 → DoubleAgent
     • Else if AccentThickness ≤ 25                           → DoubleAgent
     • Otherwise                                              → Loyal

Output ONLY the single word label, nothing else.

• Inferences: 200
• Created: 2025-04-21 04:01:54+00:00
• First inference: 2025-04-21 04:02:00+00:00
• Last inference: 2025-04-21 04:13:05+00:00
• Completed: yes
• Train accuracy: 0.8625 (Krichevsky-Trofimov 0.065)
• Validation accuracy: 0.8 (Krichevsky-Trofimov 0.098)
• Test accuracy: 0.8 (Krichevsky-Trofimov 0.098)