Round 145

Round UUID: c5c00544-57d0-4264-9df6-8c266ac642af

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 AccentThickness is between 34 and 45 (inclusive of 34, exclusive of 45) AND SecretHandshakeQuality is greater than or equal to 71, classify as DoubleAgent.

3. If AccentThickness is less than 34 AND SecretHandshakeQuality is greater than or equal to 68, classify as DoubleAgent.

4. If AccentThickness is less than 34 AND SecretHandshakeQuality is between 55 and 68 (inclusive of 55, exclusive of 68), classify as DoubleAgent.

5. 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 13:23:48.731103+00:00
• First inference: 2025-08-02 08:14:56.646380+00:00
• Last inference: 2025-08-02 08:32:40.896668+00:00
• Completed: yes
• Train accuracy: 0.86875 (KT 0.062)
• Validation accuracy: 0.8 (KT 0.098)
• Test accuracy: 0.85 (KT 0.071)