Round 286

Round UUID: 1445077a-d1ca-4585-b874-6870d9896357

Prompt:

Rule for Classification:
1. If SecretHandshakeQuality > 80, classify as DoubleAgent.
2. If SecretHandshakeQuality > 75 and AccentThickness <= 35, classify as DoubleAgent.
3. If SecretHandshakeQuality between 72 and 75 and AccentThickness < 35, classify as DoubleAgent.
4. If SecretHandshakeQuality between 65 and 72 and AccentThickness < 30, classify as DoubleAgent.
5. If SecretHandshakeQuality between 60 and 65 and AccentThickness < 25, classify as DoubleAgent.
6. If AccentThickness >= 35 and SecretHandshakeQuality < 60, classify as Loyal.
7. If SecretHandshakeQuality < 60, classify as Loyal.

Note: Override all other rules if a condition with SecretHandshakeQuality > 80 applies, to ensure high-quality handshakes are always considered Double Agent regardless of AccentThickness.

This adjustment aims to capture DoubleAgents who have SecretHandshakeQuality in the lower 72-75 range but are offset by moderate AccentThickness, addressing prior false negatives while maintaining high precision.

• Inferences: 200
• Created: 2025-04-17 04:53:34+00:00
• First inference: 2025-04-17 04:53:39+00:00
• Last inference: 2025-04-17 05:02:32+00:00
• Completed: yes
• Train accuracy: 0.80625 (KT 0.094)
• Validation accuracy: 0.65 (KT 0.188)
• Test accuracy: 0.85 (KT 0.071)