Round 152

Round UUID: 1711584e-3735-4f29-97d7-f7bba0bba9b8

Prompt:

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

1. If SecretHandshakeQuality ≥ 80, classify as DoubleAgent regardless of AccentThickness
2. If AccentThickness ≥ 50, classify as Loyal regardless of SecretHandshakeQuality
3. If SecretHandshakeQuality ≤ 53, classify as Loyal regardless of AccentThickness
4. If SecretHandshakeQuality ≥ 70 AND AccentThickness < 35, classify as DoubleAgent
5. If SecretHandshakeQuality ≥ 70 AND AccentThickness ≥ 35, classify as Loyal
6. If SecretHandshakeQuality is between 54-69:
   - If AccentThickness ≤ 25 AND SecretHandshakeQuality ≥ 58, classify as DoubleAgent
   - If AccentThickness > 25 AND AccentThickness ≤ 30 AND SecretHandshakeQuality ≥ 60, classify as DoubleAgent
   - If AccentThickness ≥ 40 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 14:26:29.519698+00:00
• First inference: 2025-06-28 14:26:43.103000+00:00
• Last inference: 2025-06-28 14:36:15.519919+00:00
• Completed: yes
• Train accuracy: 0.9 (KT 0.047)
• Validation accuracy: 0.95 (KT 0.023)
• Test accuracy: 0.95 (KT 0.023)