Round 519

Round UUID: 4b42a6f5-df65-4f1f-a506-75231ad66d60

Prompt:

You are tasked with identifying whether an entity is a "DoubleAgent" or "Loyal" based on two characteristics:
- SecretHandshakeQuality: A numerical score (higher indicates better quality)
- AccentThickness: A numerical score (higher indicates thicker accent)

Apply these rules in order:

1. If AccentThickness is less than 20 AND SecretHandshakeQuality is greater than 55, classify as "DoubleAgent"

2. If SecretHandshakeQuality is greater than 75 AND AccentThickness is less than 49, classify as "DoubleAgent"

3. If SecretHandshakeQuality is greater than 72 AND AccentThickness is less than 38, classify as "DoubleAgent"

4. If SecretHandshakeQuality is between 70 and 72 (inclusive) AND AccentThickness is less than 37, classify as "DoubleAgent"

5. If AccentThickness is greater than 50, classify as "Loyal"

6. If SecretHandshakeQuality is less than 55, classify as "Loyal"

7. If SecretHandshakeQuality is between 65 and 70 (exclusive of 70) AND AccentThickness is less than 31, classify as "DoubleAgent"

8. If SecretHandshakeQuality is between 60.95 and 65 (inclusive of 65) AND AccentThickness is less than 26, classify as "DoubleAgent"

9. If SecretHandshakeQuality is between 59 and 60.95 (exclusive of 60.95) AND AccentThickness is less than 24, classify as "DoubleAgent"

10. If SecretHandshakeQuality is between 55 and 59 (exclusive of 59) AND AccentThickness is less than 23, classify as "DoubleAgent"

11. Otherwise, classify as "Loyal"

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

• Inferences: 200
• Created: 2025-07-30 07:56:22.645916+00:00
• First inference: 2025-07-30 07:56:41.561451+00:00
• Last inference: 2025-07-30 08:14:40.348097+00:00
• Completed: yes
• Train accuracy: 0.95625 (KT 0.020)
• Validation accuracy: 0.9 (KT 0.047)
• Test accuracy: 0.95 (KT 0.023)