Round 419

Round UUID: ec982a55-8833-4af0-8c2c-1ec0badae4fb

Prompt:

Given the following attributes for an entity:
- SecretHandshakeQuality (a number)
- AccentThickness (a number)

Predict whether the entity is 'DoubleAgent' or 'Loyal' based on these explicit rules. Apply these rules strictly using only the provided numbers:

1. If SecretHandshakeQuality >= 85, predict 'DoubleAgent'.
2. Else, if SecretHandshakeQuality >= 58 and AccentThickness < 20, predict 'DoubleAgent'.
3. Else, if AccentThickness >= 38, predict 'Loyal'.
4. Else, if SecretHandshakeQuality < 58, predict 'Loyal'.
5. Else, if SecretHandshakeQuality between 58 (inclusive) and 85 (exclusive):
   a. If AccentThickness < 32, predict 'DoubleAgent'.
   b. If AccentThickness between 32 (inclusive) and 38 (exclusive), predict 'Loyal'.
   c. Otherwise, predict 'Loyal'.

Strictly use these ordered criteria and do not consider any other factors.

• Inferences: 200
• Created: 2025-04-18 22:54:51+00:00
• First inference: 2025-04-18 22:54:54+00:00
• Last inference: 2025-04-18 23:03:32+00:00
• Completed: yes
• Train accuracy: 0.78125 (KT 0.108)
• Validation accuracy: 0.85 (KT 0.071)
• Test accuracy: 0.75 (KT 0.126)