Round 263

Round UUID: 9403fca5-fb8b-4fae-a025-6f83615188d2

Prompt:

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

Apply the rules BELOW IN THE EXACT ORDER listed and stop as soon as one rule matches:
1. If AccentThickness ≥ 50                                              → Loyal            # a thick accent overrules everything
2. Else if SecretHandshakeQuality ≥ 92                                   → DoubleAgent      # flawless handshakes
3. Else if SecretHandshakeQuality ≥ 80  AND AccentThickness ≤ 48         → DoubleAgent
4. Else if SecretHandshakeQuality ≥ 72  AND AccentThickness ≤ 40         → DoubleAgent
5. Else if SecretHandshakeQuality ≥ 68  AND AccentThickness ≤ 32         → DoubleAgent      # new rule to catch 67‑70 with light accents
6. Else if SecretHandshakeQuality ≤ 62  AND AccentThickness ≥ 25         → Loyal            # safeguard against borderline scores with noticeable accent
7. Else if SecretHandshakeQuality ≥ 60  AND AccentThickness ≤ 28         → DoubleAgent      # widened accent window (26→28)
8. Else if SecretHandshakeQuality ≥ 58  AND AccentThickness ≤ 24         → DoubleAgent      # widened accent window (22→24)
9. Otherwise                                                             → Loyal

Return exactly the single word "DoubleAgent" or "Loyal" — NO additional text.

• Inferences: 200
• Created: 2025-04-18 00:17:33+00:00
• First inference: 2025-04-18 00:17:38+00:00
• Last inference: 2025-04-18 00:30:20+00:00
• Completed: yes
• Train accuracy: 0.78125 (KT 0.108)
• Validation accuracy: 0.8 (KT 0.098)
• Test accuracy: 0.85 (KT 0.071)