Round 530

Round UUID: 52a7c129-50e8-4588-9d73-ddaae25a8890

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 > 70 AND AccentThickness > 33 AND AccentThickness ≤ 37, predict DoubleAgent
5. If AccentThickness > 45, predict Loyal
6. If SecretHandshakeQuality > 72 AND AccentThickness > 37, predict DoubleAgent
7. If AccentThickness ≤ 20 AND SecretHandshakeQuality > 50, predict DoubleAgent
8. If SecretHandshakeQuality > 70 AND AccentThickness > 30 AND AccentThickness ≤ 33, predict DoubleAgent
9. If AccentThickness ≤ 30 AND SecretHandshakeQuality > 65, predict DoubleAgent
10. If SecretHandshakeQuality > 67 AND AccentThickness ≤ 32, predict DoubleAgent
11. If AccentThickness > 40, predict Loyal
12. Otherwise, predict Loyal

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

• Inferences: 200
• Created: 2025-07-30 10:41:21.160318+00:00
• First inference: 2025-07-30 10:41:34.841582+00:00
• Last inference: 2025-07-30 10:59:51.243760+00:00
• Completed: yes
• Train accuracy: 0.89375 (Krichevsky-Trofimov 0.050)
• Validation accuracy: 0.85 (Krichevsky-Trofimov 0.071)
• Test accuracy: 0.95 (Krichevsky-Trofimov 0.023)