Round 525

Round UUID: f3992d04-24d8-4c55-a228-4dc332f905ff

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 AccentThickness > 35, predict Loyal
2. If SecretHandshakeQuality > 90 AND AccentThickness ≤ 35, 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 AccentThickness ≤ 30 AND SecretHandshakeQuality > 65, predict DoubleAgent
6. Otherwise, predict Loyal

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

• Inferences: 200
• Created: 2025-07-30 09:11:05.716032+00:00
• First inference: 2025-07-30 09:11:15.538617+00:00
• Last inference: 2025-07-30 09:13:08.536842+00:00
• Completed: yes
• Train accuracy: 0.8 (KT 0.098)
• Validation accuracy: 0.65 (KT 0.188)
• Test accuracy: 0.95 (KT 0.023)