Round 147

Round UUID: 67f8d5fb-71fc-499d-9457-849254f99e6e

Prompt:

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

1. If SecretHandshakeQuality ≥ 75, classify as DoubleAgent
2. If SecretHandshakeQuality ≤ 55, classify as Loyal regardless of AccentThickness
3. If AccentThickness ≥ 35 AND SecretHandshakeQuality < 70, classify as Loyal
4. If SecretHandshakeQuality is between 56-74:
   - If AccentThickness < 35 AND SecretHandshakeQuality ≥ 70, classify as DoubleAgent
   - 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 13:39:00.700393+00:00
• First inference: 2025-06-28 13:39:12.141437+00:00
• Last inference: 2025-06-28 13:47:08.432628+00:00
• Completed: yes
• Train accuracy: 0.76875 (KT 0.115)
• Validation accuracy: 0.8 (KT 0.098)
• Test accuracy: 0.85 (KT 0.071)