Round 495

Round UUID: 8492cd2e-fa87-4bdd-bc67-d31d35ccabe8

Prompt:

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

Apply these rules in order:

1. If AccentThickness is greater than 40, classify as "Loyal"
2. If AccentThickness is between 35 and 40 (inclusive) AND SecretHandshakeQuality is less than or equal to 70, classify as "Loyal"
3. If SecretHandshakeQuality is less than 60 AND AccentThickness is between 20 and 26 (inclusive), classify as "DoubleAgent"
4. If SecretHandshakeQuality is less than 62 AND AccentThickness is less than 20, classify as "DoubleAgent"
5. If SecretHandshakeQuality is greater than 70 AND AccentThickness is less than 32, classify as "DoubleAgent"
6. If SecretHandshakeQuality is between 62 and 70 (inclusive) AND AccentThickness is between 32 and 35 (inclusive), classify as "Loyal"
7. If SecretHandshakeQuality is less than 60 AND AccentThickness is greater than 26 AND AccentThickness is less than 35, classify as "Loyal"
8. If AccentThickness is greater than 35 AND SecretHandshakeQuality is greater than 70, classify as "DoubleAgent"
9. Otherwise, classify as "Loyal"

Output only the classification: either "DoubleAgent" or "Loyal".

• Inferences: 200
• Created: 2025-07-03 12:44:58.105041+00:00
• First inference: 2025-07-03 12:45:14.555074+00:00
• Last inference: 2025-07-03 12:59:10.750269+00:00
• Completed: yes
• Train accuracy: 0.7 (KT 0.156)
• Validation accuracy: 0.65 (KT 0.188)
• Test accuracy: 0.7 (KT 0.156)