Round 308

Round UUID: 55268c71-c13a-4c8f-858f-e4ba43aa01a6

Prompt:

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

1. If SecretHandshakeQuality is greater than 80 AND AccentThickness is less than 25, classify as DoubleAgent.
2. If SecretHandshakeQuality is between 75 and 83 (exclusive) AND AccentThickness is greater than or equal to 30, classify as DoubleAgent.
3. If SecretHandshakeQuality is between 72 and 75 AND AccentThickness is below 30, classify as DoubleAgent.
4. If SecretHandshakeQuality is between 68 and 72 AND AccentThickness is below 28, classify as DoubleAgent.
5. If SecretHandshakeQuality is between 65 and 70 AND AccentThickness is above 35, classify as Loyal.
6. If SecretHandshakeQuality is between 65 and 75 AND AccentThickness is less than 30, classify as Loyal.
7. If SecretHandshakeQuality is below 65, regardless of AccentThickness, classify as Loyal.
8. If SecretHandshakeQuality is greater than or equal to 50 AND AccentThickness is below 25, classify as DoubleAgent.

• Inferences: 200
• Created: 2025-04-17 10:03:15+00:00
• First inference: 2025-04-24 02:37:50+00:00
• Last inference: 2025-04-24 02:49:55+00:00
• Completed: yes
• Train accuracy: 0.6125 (KT 0.213)
• Validation accuracy: 0.65 (KT 0.188)
• Test accuracy: 0.7 (KT 0.156)