Round 146

Round UUID: 5f860f1d-71bc-48dd-a486-b40fcc66c205

Prompt:

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

1. If SecretHandshakeQuality ≥ 75 AND AccentThickness ≥ 30, classify as DoubleAgent
2. If SecretHandshakeQuality ≤ 55, classify as Loyal regardless of AccentThickness
3. If SecretHandshakeQuality is between 56-74:
   - If AccentThickness ≤ 25, classify as Loyal
   - If AccentThickness > 25 AND SecretHandshakeQuality ≥ 65, 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 13:31:54.120440+00:00
• First inference: 2025-06-28 13:32:05.635934+00:00
• Last inference: 2025-06-28 13:38:58.296719+00:00
• Completed: yes
• Train accuracy: 0.55 (KT 0.260)
• Validation accuracy: 0.65 (KT 0.188)
• Test accuracy: 0.45 (KT 0.347)