Round 276

Round UUID: 701f5f8a-2df2-470a-8fbc-8a8e6eeb4679

Prompt:

Rules for Classification:

1. If SecretHandshakeQuality > 75 and AccentThickness < 36, classify as DoubleAgent.
2. If SecretHandshakeQuality <= 60 or (AccentThickness >= 40 and SecretHandshakeQuality < 70), classify as Loyal.
3. If SecretHandshakeQuality is between 60 and 75 and AccentThickness is between 23 and 35, classify as DoubleAgent unless another rule applies more strongly.
4. If SecretHandshakeQuality > 70 and AccentThickness < 30, classify as DoubleAgent.
5. If SecretHandshakeQuality < 68 and AccentThickness > 45, classify as Loyal.

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

• Inferences: 200
• Created: 2025-04-17 05:42:37+00:00
• First inference: 2025-04-17 05:42:43+00:00
• Last inference: 2025-04-17 05:56:16+00:00
• Completed: yes
• Train accuracy: 0.80625 (KT 0.094)
• Validation accuracy: 0.9 (KT 0.047)
• Test accuracy: 0.9 (KT 0.047)