Round 144

Round UUID: bc260c0d-d331-4944-b6ad-68dd7491a315

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

2. If SecretHandshakeQuality is greater than or equal to 74 AND AccentThickness is less than 45, classify as DoubleAgent.

3. If SecretHandshakeQuality is greater than or equal to 55 AND AccentThickness is less than 34, classify as DoubleAgent.

4. Otherwise, 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: 2025-06-28 13:15:51.406927+00:00
• First inference: 2025-06-28 13:16:04.003514+00:00
• Last inference: 2025-06-28 13:23:46.240577+00:00
• Completed: yes
• Train accuracy: 0.8625 (KT 0.065)
• Validation accuracy: 0.8 (KT 0.098)
• Test accuracy: 0.95 (KT 0.023)