Round 274

Round UUID: 7929020a-9fad-4aff-913b-e6f7779e1027

Prompt:

Rules for Classification:

1. If SecretHandshakeQuality > 75 and 20 < AccentThickness < 40, classify as DoubleAgent.
2. If SecretHandshakeQuality <= 60 or AccentThickness >= 35, classify as Loyal.
3. If SecretHandshakeQuality is between 67 and 75 and 25 < AccentThickness < 35, classify as Investigate.
4. If SecretHandshakeQuality > 70 and AccentThickness < 30, classify as DoubleAgent (sharpening rules to reduce false negatives as seen in examples).
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 05:20:21+00:00
• First inference: 2025-04-17 05:20:24+00:00
• Last inference: 2025-04-17 05:29:46+00:00
• Completed: yes
• Train accuracy: 0.7375 (KT 0.133)
• Validation accuracy: 0.75 (KT 0.126)
• Test accuracy: 0.85 (KT 0.071)