Round 454

Round UUID: 5cd0739b-c70d-43d5-abdb-9dd60a04a2cb

Prompt:

You are given a single row of data with two fields:
• SecretHandshakeQuality (numeric)
• AccentThickness (numeric)

Your task is to predict if this agent is DoubleAgent or Loyal based on the following rules:

1) If SecretHandshakeQuality > 80, predict DoubleAgent.
2) Else if SecretHandshakeQuality < 58, predict Loyal.
3) Else if 58 ≤ SecretHandshakeQuality < 70:
   a) If AccentThickness < 25, predict DoubleAgent.
   b) Otherwise, predict Loyal.
4) Else (meaning 70 ≤ SecretHandshakeQuality ≤ 80):
   a) If AccentThickness < 40, predict DoubleAgent.
   b) Otherwise, predict Loyal.

Make sure to apply these rules exactly as stated without any additional interpretation. Only output “DoubleAgent” or “Loyal” as your answer.

• Inferences: 200
• Created: 2025-04-24 02:58:54+00:00
• First inference: 2025-04-24 02:58:59+00:00
• Last inference: 2025-04-24 03:06:45+00:00
• Completed: yes
• Train accuracy: 0.83125 (KT 0.081)
• Validation accuracy: 0.95 (KT 0.023)
• Test accuracy: 0.8 (KT 0.098)