Round 150

Round UUID: b522065d-b6ee-4908-a6ca-a3fb0a51907c

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, classify as DoubleAgent
5. If SecretHandshakeQuality ≥ 70 AND AccentThickness > 25 AND AccentThickness < 35, classify as DoubleAgent
6. If SecretHandshakeQuality ≥ 70 AND AccentThickness ≥ 35 AND AccentThickness < 45, classify as Loyal
7. 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 14:06:48.677427+00:00
• First inference: 2025-06-28 14:07:01.608854+00:00
• Last inference: 2025-06-28 14:16:56.541529+00:00
• Completed: yes
• Train accuracy: 0.89375 (KT 0.050)
• Validation accuracy: 1.0 (KT 0.001)
• Test accuracy: 0.95 (KT 0.023)