Round 149

Round UUID: d7f91d50-2bbf-4fd1-88d2-cb6c12722d32

Prompt:

Classify each entity as either "DoubleAgent" or "Loyal" based on these rules:

1. If AccentThickness ≥ 45, classify as Loyal regardless of SecretHandshakeQuality
2. If SecretHandshakeQuality ≤ 53, classify as Loyal regardless of AccentThickness
3. If SecretHandshakeQuality ≥ 75 AND AccentThickness < 45, classify as DoubleAgent
4. If SecretHandshakeQuality ≥ 70 AND AccentThickness ≥ 25 AND AccentThickness < 45, classify as DoubleAgent
5. If SecretHandshakeQuality is between 54-69:
   - If AccentThickness ≤ 25 AND SecretHandshakeQuality ≥ 62, classify as DoubleAgent
   - If AccentThickness > 25 AND AccentThickness ≤ 30 AND SecretHandshakeQuality ≥ 60, classify as DoubleAgent
   - If AccentThickness ≥ 35 AND SecretHandshakeQuality < 70, classify as Loyal
   - Otherwise, classify as Loyal

Apply these rules in order. Use the first rule that matches the entity's data.

• Inferences: 200
• Created: 2025-06-28 13:56:35.971845+00:00
• First inference: 2025-06-28 13:56:49.132933+00:00
• Last inference: 2025-06-28 14:06:45.259290+00:00
• Completed: yes
• Train accuracy: 0.84375 (KT 0.075)
• Validation accuracy: 1.0 (KT 0.001)
• Test accuracy: 0.8 (KT 0.098)