Round 275

Round UUID: 325e220a-c78e-47d5-8c38-ea47ccf3130c

Prompt:

Rules for Classification:

1. If SecretHandshakeQuality > 75 and AccentThickness less than 36, classify as DoubleAgent.
2. If SecretHandshakeQuality <= 60 or AccentThickness >= 40, classify as Loyal.
3. If SecretHandshakeQuality is between 67 and 75 and AccentThickness is between 25 and 35, classify as Investigate unless overridden by another rule.
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 05:29:54+00:00
• First inference: 2025-04-17 05:30:00+00:00
• Last inference: 2025-04-17 05:42:32+00:00
• Completed: yes
• Train accuracy: 0.74375 (KT 0.129)
• Validation accuracy: 0.8 (KT 0.098)
• Test accuracy: 0.85 (KT 0.071)