Round 417

Round UUID: b1d514ab-9b3d-4808-8f8d-9206dc424b65

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 rules:

1. If AccentThickness >= 38, predict 'Loyal'.
2. Otherwise, if SecretHandshakeQuality >= 72, predict 'DoubleAgent'.
3. Otherwise, if SecretHandshakeQuality < 65, predict 'Loyal'.
4. Otherwise (SecretHandshakeQuality between 65 and 72, AccentThickness < 38):
    - If AccentThickness >= 36, predict 'Loyal'.
    - Otherwise, predict 'DoubleAgent'.

Base all predictions strictly on these thresholds using the provided numbers. Do not use any other factors.

• Inferences: 200
• Created: 2025-04-18 22:40:30+00:00
• First inference: 2025-04-18 22:40:34+00:00
• Last inference: 2025-04-18 22:47:27+00:00
• Completed: yes
• Train accuracy: 0.80625 (Krichevsky-Trofimov 0.094)
• Validation accuracy: 0.75 (Krichevsky-Trofimov 0.126)
• Test accuracy: 0.9 (Krichevsky-Trofimov 0.047)