Round 279

Round UUID: a0ece9ef-0f41-4d98-91c5-58ded58e1077

Prompt:

Rules for Classification:

1. If SecretHandshakeQuality > 75 and 20 < AccentThickness < 40, classify as DoubleAgent.
2. If SecretHandshakeQuality <= 60 or (AccentThickness >= 40 and SecretHandshakeQuality < 70), classify as Loyal.
3. If SecretHandshakeQuality is between 60 and 73 and AccentThickness is between 20 and 35, classify as DoubleAgent unless another rule applies more strongly.
4. If SecretHandshakeQuality > 70 and AccentThickness < 25, classify as DoubleAgent.
5. If SecretHandshakeQuality < 68 and AccentThickness > 45, classify as Loyal.
6. If SecretHandshakeQuality is between 73 and 75 or 35 < AccentThickness < 40, examine further context to refine classification.
7. If SecretHandshakeQuality < 60 but AccentThickness < 20, and SecretHandshakeQuality is more than 55, classify as DoubleAgent.
8. If SecretHandshakeQuality is between 65 and 70 and AccentThickness is between 20 and 30, classify as Investigate to determine more context.
9. If SecretHandshakeQuality is 73 to 74 and AccentThickness between 28 to 33, classify as DoubleAgent as strong indication.

Apply these rules to each data entry to predict whether the entity is a DoubleAgent or Loyal.

• Inferences: 200
• Created: 2025-04-17 06:19:19+00:00
• First inference: 2025-04-17 06:19:24+00:00
• Last inference: 2025-04-17 06:29:19+00:00
• Completed: yes
• Train accuracy: 0.8 (KT 0.098)
• Validation accuracy: 0.85 (KT 0.071)
• Test accuracy: 0.85 (KT 0.071)