Round 546

Round UUID: 91bb4d86-d5ae-4331-b000-7fabd8b3fdca

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 is greater than or equal to 84, classify as DoubleAgent (regardless of AccentThickness).

2. If AccentThickness is greater than or equal to 45, classify as Loyal.

3. If AccentThickness is between 34 and 45 (inclusive of 34, exclusive of 45):
   - If SecretHandshakeQuality is greater than or equal to 70.5, classify as DoubleAgent
   - Otherwise, classify as Loyal

4. If AccentThickness is less than 34:
   - If SecretHandshakeQuality is greater than or equal to 68.5, classify as DoubleAgent
   - If SecretHandshakeQuality is between 55 and 62 (inclusive of both), classify as DoubleAgent
   - Otherwise, classify as Loyal

5. For any remaining cases, classify as Loyal.

Important: Apply these rules strictly and in the exact order given. The first rule that matches determines the classification.

• Inferences: 200
• Created: 2025-08-02 08:32:41.584403+00:00
• First inference: 2025-08-02 08:32:58.420257+00:00
• Last inference: 2025-08-02 08:35:52.734259+00:00
• Completed: yes
• Train accuracy: 0.76875 (KT 0.115)
• Validation accuracy: 0.65 (KT 0.188)
• Test accuracy: 0.8 (KT 0.098)