Round 320

Round UUID: 913d8a81-9b9b-4290-9441-4e242bd4f319

Prompt:

To classify an entity as either a DoubleAgent or a Loyal, follow these explicit rules:

1. If SecretHandshakeQuality is greater than or equal to 80 AND AccentThickness is less than 25, classify as DoubleAgent.
2. If SecretHandshakeQuality is greater than 75 AND AccentThickness is less than 30, classify as DoubleAgent.
3. If SecretHandshakeQuality is between 72 and 75 AND AccentThickness is less than 28, classify as DoubleAgent.
4. If SecretHandshakeQuality is greater than or equal to 70 AND AccentThickness is less than 26, classify as DoubleAgent (this rule refines the previous rules to prevent false negatives).
5. If SecretHandshakeQuality is greater than or equal to 68 AND AccentThickness is less than 30, classify as DoubleAgent.
6. If SecretHandshakeQuality is less than 70 AND AccentThickness is less than or equal to 35, classify as Loyal.
7. If SecretHandshakeQuality is less than 65, regardless of AccentThickness, classify as Loyal.
8. If SecretHandshakeQuality is less than 70 AND AccentThickness is greater than or equal to 30, classify as Loyal.
9. If AccentThickness is greater than 40, classify as Loyal regardless of SecretHandshakeQuality.
10. If SecretHandshakeQuality is less than 50, classify as Loyal regardless of AccentThickness.

• Inferences: 200
• Created: 2025-04-24 04:51:49+00:00
• First inference: 2025-04-24 04:51:53+00:00
• Last inference: 2025-04-24 05:05:14+00:00
• Completed: yes
• Train accuracy: 0.5625 (KT 0.250)
• Validation accuracy: 0.55 (KT 0.260)
• Test accuracy: 0.8 (KT 0.098)