Round 287

Round UUID: fcd8db66-046c-4cf3-bf04-12bf10899c70

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 < 38, 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 address prior false negatives by considering entities with SecretHandshakeQuality in the 72-75 range and higher AccentThickness as Double Agents, which was a gap in the previous rules.

• Inferences: 200
• Created: 2025-04-17 05:02:38+00:00
• First inference: 2025-04-17 05:02:43+00:00
• Last inference: 2025-04-17 05:12:02+00:00
• Completed: yes
• Train accuracy: 0.8125 (KT 0.091)
• Validation accuracy: 0.65 (KT 0.188)
• Test accuracy: 0.95 (KT 0.023)