Round 528

Round UUID: 26af8237-d428-46f4-a2b8-3246a4b31c4d

Prompt:

You are tasked with identifying whether an entity is a DoubleAgent or Loyal based on two measurements: SecretHandshakeQuality and AccentThickness.

Apply these rules in order:

1. If SecretHandshakeQuality > 90 AND AccentThickness ≤ 35, predict DoubleAgent  
2. If SecretHandshakeQuality > 80, predict DoubleAgent
3. If SecretHandshakeQuality > 75 AND AccentThickness ≤ 30, predict DoubleAgent
4. If SecretHandshakeQuality > 72 AND AccentThickness > 36, predict DoubleAgent
5. If AccentThickness ≤ 20 AND SecretHandshakeQuality > 50, predict DoubleAgent
6. If SecretHandshakeQuality > 70 AND AccentThickness > 30 AND AccentThickness ≤ 33, predict DoubleAgent
7. If AccentThickness ≤ 30 AND SecretHandshakeQuality > 62, predict DoubleAgent
8. If AccentThickness > 36, predict Loyal
9. Otherwise, predict Loyal

Use only the entity data provided and apply the first rule that matches the conditions.

• Inferences: 200
• Created: 2025-07-30 10:06:23.286429+00:00
• First inference: 2025-07-30 10:06:35.698050+00:00
• Last inference: 2025-07-30 10:23:04.525318+00:00
• Completed: yes
• Train accuracy: 0.8625 (Krichevsky-Trofimov 0.065)
• Validation accuracy: 0.95 (Krichevsky-Trofimov 0.023)
• Test accuracy: 0.9 (Krichevsky-Trofimov 0.047)