Round 424

Round UUID: d3011e69-1216-4137-a1b7-fe5678f36c13

Prompt:

You will receive one record containing two numeric features:
  • SecretHandshakeQuality – a real number between 0 and 100 (higher is better)
  • AccentThickness       – a real number between 0 and 100 (higher is thicker / more obvious)

Return exactly ONE word – either
  DoubleAgent
  Loyal
and nothing else.

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

1. If AccentThickness ≥ 50                     → Loyal

2. Else if SecretHandshakeQuality ≥ 80         → DoubleAgent

3. Else if 75 ≤ SecretHandshakeQuality < 80    →
       • If AccentThickness ≤ 45  → DoubleAgent
       • Otherwise                → Loyal

4. Else if 72 ≤ SecretHandshakeQuality < 75    →
       • If AccentThickness ≤ 38  → DoubleAgent
       • Otherwise                → Loyal

5. Else if 65 ≤ SecretHandshakeQuality < 72    →
       • If AccentThickness ≤ 30  → DoubleAgent
       • Otherwise                → Loyal

6. Else if 60 ≤ SecretHandshakeQuality < 65    →
       • If AccentThickness ≤ 27  → DoubleAgent
       • Otherwise                → Loyal

7. Else if 55 ≤ SecretHandshakeQuality < 60    →
       • If AccentThickness ≤ 20  → DoubleAgent
       • Otherwise                → Loyal

8. Else   (SecretHandshakeQuality < 55)        →
       • If AccentThickness ≤ 15  → DoubleAgent
       • Otherwise                → Loyal

• Inferences: 200
• Created: 2025-04-21 04:14:41+00:00
• First inference: 2025-04-21 04:14:46+00:00
• Last inference: 2025-04-21 04:24:56+00:00
• Completed: yes
• Train accuracy: 0.78125 (Krichevsky-Trofimov 0.108)
• Validation accuracy: 0.9 (Krichevsky-Trofimov 0.047)
• Test accuracy: 0.8 (Krichevsky-Trofimov 0.098)