Round 542

Round UUID: f40cd1be-596a-4a58-aeca-b4df8164a444

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 AccentThickness > 45, predict Loyal
5. If AccentThickness > 36 AND AccentThickness ≤ 44 AND SecretHandshakeQuality ≤ 75, predict Loyal
6. If SecretHandshakeQuality > 70 AND AccentThickness > 33 AND AccentThickness ≤ 37, predict DoubleAgent
7. If SecretHandshakeQuality > 72 AND AccentThickness ≥ 37 AND AccentThickness ≤ 42, predict DoubleAgent
8. If AccentThickness ≤ 20 AND SecretHandshakeQuality > 50, predict DoubleAgent
9. If SecretHandshakeQuality > 70 AND AccentThickness > 30 AND AccentThickness ≤ 33, predict DoubleAgent
10. If AccentThickness ≤ 30 AND SecretHandshakeQuality > 60, predict DoubleAgent
11. If SecretHandshakeQuality > 67 AND AccentThickness ≤ 32, predict DoubleAgent
12. If AccentThickness > 40, predict Loyal
13. Otherwise, predict Loyal

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

• Inferences: 200
• Created: 2025-08-02 08:20:31.587488+00:00
• First inference: 2025-08-02 08:20:46.609463+00:00
• Last inference: 2025-08-02 08:24:26.212107+00:00
• Completed: yes
• Train accuracy: 0.95625 (KT 0.020)
• Validation accuracy: 1.0 (KT 0.001)
• Test accuracy: 1.0 (KT 0.001)