Round 506

Round UUID: aae8899f-2037-41cc-99aa-3bee18795233

Prompt:

You are analyzing entities to determine if they are DoubleAgent or Loyal based on two measurements: SecretHandshakeQuality and AccentThickness.

Apply these rules in order:

1. PRIMARY RULE - SecretHandshakeQuality Dominance:
   - If SecretHandshakeQuality > 77: Predict DoubleAgent (regardless of AccentThickness)
   - If SecretHandshakeQuality < 62: Predict Loyal (regardless of AccentThickness)

2. SECONDARY RULE - For SecretHandshakeQuality between 62-77 (inclusive):
   - If AccentThickness < 30: Predict DoubleAgent
   - If AccentThickness > 40: Predict Loyal
   - If AccentThickness between 30-40 (inclusive): Use combined score

3. COMBINED SCORE RULE - For AccentThickness 30-40 and SecretHandshakeQuality 62-77:
   - Calculate: (SecretHandshakeQuality - 62) - (AccentThickness - 30)
   - If result > 3: Predict DoubleAgent
   - If result ≤ 3: Predict Loyal

Output only "DoubleAgent" or "Loyal" as your prediction.

• Inferences: 200
• Created: 2025-07-03 15:16:22.258146+00:00
• First inference: 2025-07-03 15:16:34.243156+00:00
• Last inference: 2025-07-03 15:23:24.857203+00:00
• Completed: yes
• Train accuracy: 0.9375 (KT 0.029)
• Validation accuracy: 1.0 (KT 0.001)
• Test accuracy: 1.0 (KT 0.001)