Round 526

Round UUID: 345b4aa2-df9f-4efc-bee5-b90e5f51ef53

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 > 75 AND AccentThickness ≤ 30, predict DoubleAgent
3. If SecretHandshakeQuality > 72 AND AccentThickness > 30 AND AccentThickness ≤ 35, predict DoubleAgent
4. If SecretHandshakeQuality > 72 AND AccentThickness > 35, predict DoubleAgent
5. If AccentThickness ≤ 30 AND SecretHandshakeQuality > 58, predict DoubleAgent
6. If AccentThickness > 35, predict Loyal
7. Otherwise, predict Loyal

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

• Inferences: 200
• Created: 2025-07-30 09:13:09.010369+00:00
• First inference: 2025-07-30 09:13:20.733664+00:00
• Last inference: 2025-07-30 09:31:49.972152+00:00
• Completed: yes
• Train accuracy: 0.88125 (Krichevsky-Trofimov 0.056)
• Validation accuracy: 0.9 (Krichevsky-Trofimov 0.047)
• Test accuracy: 0.9 (Krichevsky-Trofimov 0.047)