Round 243

Round UUID: f24933b8-6e95-43b6-97c3-12c65cb8c5b2

Prompt:

To identify DoubleAgent entities, apply the following classification rules in order:

Rule 1: If SecretHandshakeQuality is greater than 85, regardless of AccentThickness, classify as DoubleAgent.

Rule 2: If SecretHandshakeQuality is greater than 75 AND AccentThickness is less than 45, classify as DoubleAgent.

Rule 3: If SecretHandshakeQuality is greater than 65 AND AccentThickness is less than 35, classify as DoubleAgent.

Rule 4: If SecretHandshakeQuality is greater than 60 AND AccentThickness is less than 25, classify as DoubleAgent.

Rule 5: If SecretHandshakeQuality is greater than 55 AND AccentThickness is less than 20, classify as DoubleAgent.

Rule 6: If the ratio of SecretHandshakeQuality to AccentThickness is greater than 2.7, classify as DoubleAgent.

Rule 7: If none of the above rules apply, classify as Loyal.

Apply these rules in sequence. If any rule matches, use that classification and stop checking further rules.

• Inferences: 200
• Created: 2025-04-17 11:49:23+00:00
• First inference: 2025-04-17 11:49:30+00:00
• Last inference: 2025-04-17 12:02:23+00:00
• Completed: yes
• Train accuracy: 0.85625 (KT 0.068)
• Validation accuracy: 0.75 (KT 0.126)
• Test accuracy: 0.95 (KT 0.023)