Round 305

Round UUID: ecc3526c-a0ef-4386-8e2d-7b75dc0724dd

Prompt:

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

1. If SecretHandshakeQuality is greater than 75 AND AccentThickness is greater than or equal to 30, classify as DoubleAgent.
2. If SecretHandshakeQuality is between 65 and 75 AND AccentThickness is below 30, classify as DoubleAgent.  
3. If SecretHandshakeQuality is below 65 AND AccentThickness is above 35, classify as Loyal.
4. If SecretHandshakeQuality is between 55 and 65 AND AccentThickness is below 30, classify as DoubleAgent.
5. If SecretHandshakeQuality is between 50 and 55 AND AccentThickness is below 30, classify as Loyal.
6. If SecretHandshakeQuality is between 65 and 70 AND AccentThickness is between 28 and 35, classify as DoubleAgent.

• Inferences: 200
• Created: 2025-04-17 09:34:27+00:00
• First inference: 2025-04-17 09:34:31+00:00
• Last inference: 2025-04-17 09:45:25+00:00
• Completed: yes
• Train accuracy: 0.79375 (KT 0.101)
• Validation accuracy: 0.75 (KT 0.126)
• Test accuracy: 0.7 (KT 0.156)