Round 453

Round UUID: 71df7418-86d8-421f-b219-7964b67b0ec3

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 < 60, predict Loyal.
3) Else (meaning 60 ≤ SecretHandshakeQuality ≤ 80):
   a) If AccentThickness < 30, predict DoubleAgent.
   b) Otherwise, predict Loyal.

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

• Inferences: 200
• Created: 2025-04-24 02:51:28+00:00
• First inference: 2025-04-24 02:51:31+00:00
• Last inference: 2025-04-24 02:58:26+00:00
• Completed: yes
• Train accuracy: 0.775 (KT 0.111)
• Validation accuracy: 0.85 (KT 0.071)
• Test accuracy: 0.9 (KT 0.047)