Round 118

Round UUID: 0f2b9305-6c4f-419f-8a1c-3faec960ec5a

Prompt:

You are tasked with determining whether an entity is a "DoubleAgent" or "Loyal" based on two metrics: SecretHandshakeQuality and AccentThickness.

Apply these rules in order:

1. If AccentThickness is less than 20, classify as DoubleAgent.

2. If AccentThickness is between 20 and 26 (inclusive) AND SecretHandshakeQuality is greater than or equal to 60, classify as DoubleAgent.

3. If AccentThickness is between 26 and 30 (inclusive) AND SecretHandshakeQuality is greater than or equal to 65, classify as DoubleAgent.

4. If AccentThickness is between 30 and 32 (inclusive) AND SecretHandshakeQuality is greater than or equal to 70, classify as DoubleAgent.

5. If AccentThickness is between 32 and 35 (inclusive) AND SecretHandshakeQuality is greater than or equal to 75, classify as DoubleAgent.

6. If AccentThickness is between 35 and 43 (inclusive) AND SecretHandshakeQuality is greater than or equal to 80, classify as DoubleAgent.

7. If AccentThickness is greater than 43, classify as Loyal.

8. For all other cases, classify as Loyal.

Output only "DoubleAgent" or "Loyal" based on these rules.

• Inferences: 200
• Created: 2025-06-24 23:35:45.736704+00:00
• First inference: 2025-06-24 23:36:05.120689+00:00
• Last inference: 2025-06-24 23:46:05.416306+00:00
• Completed: yes
• Train accuracy: 0.8625 (KT 0.065)
• Validation accuracy: 0.85 (KT 0.071)
• Test accuracy: 0.9 (KT 0.047)