Round 246

Round UUID: 10bf4bac-58e3-439b-8982-c808ae9dbe40

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 AccentThickness is less than 5, regardless of SecretHandshakeQuality, classify as DoubleAgent.

Rule 3: If SecretHandshakeQuality is greater than 80 AND AccentThickness is less than 50, classify as DoubleAgent.

Rule 4: If SecretHandshakeQuality is greater than 75 AND AccentThickness is less than 38, classify as DoubleAgent.

Rule 5: If SecretHandshakeQuality is greater than 72 AND AccentThickness is less than 33, classify as DoubleAgent.

Rule 6: If SecretHandshakeQuality is greater than 70 AND AccentThickness is less than 31, classify as DoubleAgent.

Rule 7: If SecretHandshakeQuality is greater than 65 AND AccentThickness is less than 27, classify as DoubleAgent.

Rule 8: If SecretHandshakeQuality is greater than 60 AND AccentThickness is less than 23, classify as DoubleAgent.

Rule 9: If SecretHandshakeQuality is greater than 56 AND AccentThickness is less than 19, classify as DoubleAgent.

Rule 10: If SecretHandshakeQuality minus AccentThickness is greater than 40, classify as DoubleAgent.

Rule 11: If the ratio of SecretHandshakeQuality to AccentThickness is greater than 2.65, classify as DoubleAgent.

Rule 12: 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 12:32:41+00:00
• First inference: 2025-04-17 12:32:47+00:00
• Last inference: 2025-04-17 12:47:48+00:00
• Completed: yes
• Train accuracy: 0.78125 (KT 0.108)
• Validation accuracy: 0.6 (KT 0.222)
• Test accuracy: 0.9 (KT 0.047)