Round 460

Round UUID: b0353f84-2d43-4758-ac5b-4ccaa2c3be79

Prompt:

To determine if an entity is a DoubleAgent or Loyal, apply the following rules:

1. If SecretHandshakeQuality is greater than 70 AND AccentThickness is between 25 and 42, classify as DoubleAgent.

2. If SecretHandshakeQuality is less than 70 AND AccentThickness is greater than 30, classify as Loyal.

3. If SecretHandshakeQuality is between 58 and 70 AND AccentThickness is less than 25, classify as DoubleAgent.

4. If SecretHandshakeQuality is less than 58, classify as Loyal.

5. For any cases not covered by the above rules, if SecretHandshakeQuality is greater than AccentThickness * 2, classify as DoubleAgent; otherwise, classify as Loyal.

Apply these rules in the order presented above and stop at the first rule that matches.

• Inferences: 200
• Created: 2025-04-17 10:45:48+00:00
• First inference: 2025-04-17 10:45:54+00:00
• Last inference: 2025-04-17 10:56:20+00:00
• Completed: yes
• Train accuracy: 0.875 (KT 0.059)
• Validation accuracy: 1.0 (KT 0.001)
• Test accuracy: 0.8 (KT 0.098)