Round 117

Round UUID: f07ffc37-3b57-4370-9af7-7e7fac60b421

Prompt:

You are tasked with determining whether an entity is a "DoubleAgent" or "Loyal" based on two metrics: SecretHandshakeQuality and AccentThickness.

Apply these rules in order:

1. If AccentThickness is less than 20, classify as DoubleAgent.

2. If SecretHandshakeQuality is greater than or equal to 65 AND AccentThickness is less than 26, classify as DoubleAgent.

3. If SecretHandshakeQuality is greater than or equal to 70 AND AccentThickness is less than 32, classify as DoubleAgent.

4. If SecretHandshakeQuality is greater than or equal to 75 AND AccentThickness is between 32 and 35 (inclusive), classify as DoubleAgent.

5. If SecretHandshakeQuality is greater than or equal to 80 AND AccentThickness is less than or equal to 43, classify as DoubleAgent.

6. If AccentThickness is greater than 43, classify as Loyal.

7. If SecretHandshakeQuality is less than 65 AND AccentThickness is greater than or equal to 26, classify as Loyal.

8. If SecretHandshakeQuality is between 70 and 75 (exclusive) AND AccentThickness is greater than 35, classify as Loyal.

9. If SecretHandshakeQuality is between 65 and 70 (exclusive) AND AccentThickness is between 26 and 30 (inclusive), classify as DoubleAgent.

10. For all other cases, classify as Loyal.

Output only "DoubleAgent" or "Loyal" based on these rules.

• Inferences: 200
• Created: 2025-06-24 23:18:13.084968+00:00
• First inference: 2025-06-24 23:18:32.159596+00:00
• Last inference: 2025-06-24 23:35:38.483919+00:00
• Completed: yes
• Train accuracy: 0.81875 (KT 0.088)
• Validation accuracy: 0.75 (KT 0.126)
• Test accuracy: 0.9 (KT 0.047)