Round 148

Round UUID: 7c78651a-76df-492c-9dad-7fb403b1bc20

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 ≥ 75 AND AccentThickness < 45, classify as DoubleAgent
3. If SecretHandshakeQuality ≤ 53, classify as Loyal regardless of AccentThickness
4. If SecretHandshakeQuality is between 54-74:
   - If AccentThickness ≤ 30 AND SecretHandshakeQuality ≥ 60, classify as DoubleAgent
   - If AccentThickness ≤ 25 AND SecretHandshakeQuality ≥ 55, 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 13:47:11.275777+00:00
• First inference: 2025-06-28 13:47:25.023436+00:00
• Last inference: 2025-06-28 13:56:32.955664+00:00
• Completed: yes
• Train accuracy: 0.8375 (KT 0.078)
• Validation accuracy: 0.8 (KT 0.098)
• Test accuracy: 0.9 (KT 0.047)