Round 285

Round UUID: 469f8c28-e8ee-42c0-b040-296632ce3b0d

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 65 and 75 and AccentThickness < 30, classify as DoubleAgent.
4. If SecretHandshakeQuality between 60 and 65 and AccentThickness < 25, classify as DoubleAgent.
5. If AccentThickness >= 35 and SecretHandshakeQuality < 60, classify as Loyal.
6. If SecretHandshakeQuality < 65, classify as Loyal.

Note: Override 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 slightly lower SecretHandshakeQuality but are offset by significantly low AccentThickness, addressing prior false negatives.

• Inferences: 200
• Created: 2025-04-17 04:44:10+00:00
• First inference: 2025-04-17 04:44:13+00:00
• Last inference: 2025-04-17 04:53:25+00:00
• Completed: yes
• Train accuracy: 0.7125 (KT 0.148)
• Validation accuracy: 0.65 (KT 0.188)
• Test accuracy: 0.85 (KT 0.071)