Round 277

Round UUID: ba417026-61aa-402d-838c-ee371693fb85

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.

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

• Inferences: 200
• Created: 2025-04-17 05:56:23+00:00
• First inference: 2025-04-17 05:56:31+00:00
• Last inference: 2025-04-17 06:08:31+00:00
• Completed: yes
• Train accuracy: 0.8 (KT 0.098)
• Validation accuracy: 0.95 (KT 0.023)
• Test accuracy: 0.85 (KT 0.071)