Round 527

Round UUID: ddc3fbf6-abc2-4d47-b8ba-ede06371f75d

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 > 30 AND AccentThickness ≤ 35, predict DoubleAgent
5. If SecretHandshakeQuality > 65 AND AccentThickness > 30 AND AccentThickness ≤ 36, predict DoubleAgent
6. If AccentThickness ≤ 30 AND SecretHandshakeQuality > 62, predict DoubleAgent
7. If AccentThickness > 36, predict Loyal
8. Otherwise, predict Loyal

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

• Inferences: 200
• Created: 2025-07-30 09:31:50.443156+00:00
• First inference: 2025-07-30 09:32:03.237293+00:00
• Last inference: 2025-07-30 10:06:22.788932+00:00
• Completed: yes
• Train accuracy: 0.85625 (KT 0.068)
• Validation accuracy: 0.95 (KT 0.023)
• Test accuracy: 0.95 (KT 0.023)