Round 162

Round UUID: 40c2f334-d78b-4864-822a-7351b985c085

Prompt:

Classify each entity as either "DoubleAgent" or "Loyal" based on these rules:

1. If SecretHandshakeQuality >= 80.0 AND AccentThickness < 50.0, classify as DoubleAgent
2. If SecretHandshakeQuality >= 70.0 AND AccentThickness < 35.0, classify as DoubleAgent
3. If SecretHandshakeQuality >= 75.0 AND AccentThickness >= 35.0 AND AccentThickness < 45.0, classify as DoubleAgent
4. If SecretHandshakeQuality >= 70.0 AND SecretHandshakeQuality < 75.0 AND AccentThickness >= 35.0 AND AccentThickness < 36.5, classify as DoubleAgent
5. If SecretHandshakeQuality >= 65.0 AND SecretHandshakeQuality < 70.0 AND AccentThickness >= 23.0 AND AccentThickness < 32.0, classify as DoubleAgent
6. If SecretHandshakeQuality >= 60.0 AND SecretHandshakeQuality < 70.0 AND AccentThickness <= 25.0, classify as DoubleAgent
7. If SecretHandshakeQuality >= 55.0 AND SecretHandshakeQuality < 60.0 AND AccentThickness <= 22.0, classify as DoubleAgent
8. Otherwise, classify as Loyal

Apply these rules strictly based on the numerical thresholds provided.

• Inferences: 200
• Created: 2025-06-28 15:42:19.373125+00:00
• First inference: 2025-08-02 08:14:55.731848+00:00
• Last inference: 2025-08-02 08:17:06.498486+00:00
• Completed: yes
• Train accuracy: 0.95625 (KT 0.020)
• Validation accuracy: 0.85 (KT 0.071)
• Test accuracy: 1.0 (KT 0.001)