Round 416

Round UUID: 893000de-a8f9-4ffe-b466-e85347ddd11c

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 SecretHandshakeQuality >= 72, predict 'DoubleAgent'.
2. If SecretHandshakeQuality < 65, predict 'Loyal'.
3. If SecretHandshakeQuality is between 65 (inclusive) and 72 (exclusive):
    - 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 22:35:06+00:00
• First inference: 2025-04-18 22:35:08+00:00
• Last inference: 2025-04-18 22:40:24+00:00
• Completed: yes
• Train accuracy: 0.80625 (Krichevsky-Trofimov 0.094)
• Validation accuracy: 0.85 (Krichevsky-Trofimov 0.071)
• Test accuracy: 0.9 (Krichevsky-Trofimov 0.047)