Round 463

Round UUID: b8f09fa3-e64a-4fb7-9046-db637adf78f9

Prompt:

To determine if an entity is a DoubleAgent or Loyal, apply the following rules in sequential order and stop at the first rule that matches:

1. If SecretHandshakeQuality is greater than 90, classify as DoubleAgent.

2. If SecretHandshakeQuality is greater than 70 AND AccentThickness is between 25 and 45, classify as DoubleAgent.

3. If SecretHandshakeQuality is between 69 and 70 AND AccentThickness is between 32 and 45, classify as Loyal.

4. If SecretHandshakeQuality is between 69 and 70 AND AccentThickness is between 25 and 32, classify as DoubleAgent.

5. If SecretHandshakeQuality is less than 70 AND AccentThickness is greater than 32, classify as Loyal.

6. If SecretHandshakeQuality is between 60 and 70 AND AccentThickness is less than 25, classify as DoubleAgent.

7. If SecretHandshakeQuality is between 60 and 70 AND AccentThickness is between 25 and 30, classify as DoubleAgent.

8. If SecretHandshakeQuality is between 55 and 60 AND AccentThickness is less than 22, classify as DoubleAgent.

9. If SecretHandshakeQuality is less than 55, classify as Loyal.

10. If SecretHandshakeQuality is greater than 70 AND AccentThickness is greater than 45, classify as Loyal.

11. If SecretHandshakeQuality is greater than AccentThickness * 2.6, classify as DoubleAgent.

12. For any remaining cases, classify as Loyal.

• Inferences: 200
• Created: 2025-04-17 11:23:08+00:00
• First inference: 2025-04-17 11:23:12+00:00
• Last inference: 2025-04-17 11:35:51+00:00
• Completed: yes
• Train accuracy: 0.84375 (KT 0.075)
• Validation accuracy: 0.95 (KT 0.023)
• Test accuracy: 0.75 (KT 0.126)