Round 261

Round UUID: 5d34b28c-26d0-401c-bdb2-21fcc22f0d9a

Prompt:

Task: Label each entity as either "DoubleAgent" or "Loyal" using ONLY the two numeric fields provided.
Fields
  • SecretHandshakeQuality   (range 0–100, higher means better)
  • AccentThickness          (range 0–100, higher means heavier accent)

Apply the rules IN THE EXACT ORDER below and stop as soon as one matches:
1. If AccentThickness ≥ 50                                          → Loyal
2. Else if SecretHandshakeQuality ≥ 85                              → DoubleAgent        # lowered threshold to catch very high‑quality handshakes
3. Else if SecretHandshakeQuality ≥ 78 AND AccentThickness ≤ 45     → DoubleAgent
4. Else if SecretHandshakeQuality ≥ 72 AND AccentThickness ≤ 38     → DoubleAgent        # new rule to rescue near‑threshold agents with light accents
5. Else if SecretHandshakeQuality ≥ 70 AND AccentThickness ≤ 35     → DoubleAgent
6. Else if SecretHandshakeQuality ≥ 62 AND AccentThickness ≤ 30     → DoubleAgent
7. Else if SecretHandshakeQuality ≥ 60 AND AccentThickness ≤ 26     → DoubleAgent
8. Else if SecretHandshakeQuality ≥ 58 AND AccentThickness ≤ 24     → DoubleAgent
9. Otherwise                                                         → Loyal

Return exactly the single word "DoubleAgent" or "Loyal" with no extra text.

• Inferences: 200
• Created: 2025-04-17 23:51:17+00:00
• First inference: 2025-04-17 23:51:23+00:00
• Last inference: 2025-04-18 00:03:34+00:00
• Completed: yes
• Train accuracy: 0.8125 (KT 0.091)
• Validation accuracy: 0.75 (KT 0.126)
• Test accuracy: 0.85 (KT 0.071)