Round 310

Round UUID: d65442e4-da9d-4049-8f41-15275aefe23a

Prompt:

To make predictions about whether an entity should be approved or denied, follow these rules based on the given features:

1. If `TimelineDeviation` is greater than 12 and `ParadoxCount` is greater than 5, then predict 'Approved'.
2. If `TimelineDeviation` is less than 10 and `ParadoxCount` is less than 4, then predict 'Denied'.
3. If `TimelineDeviation` is between 10 and 12, and `ParadoxCount` is between 4 and 6, then:
   - Predict 'Approved' if `ParadoxCount` is greater than 5.
   - Predict 'Denied' if `ParadoxCount` is less than or equal to 5.
4. Use any other combination of values to predict 'Denied' if they are not captured by the above rules.

• Inferences: 200
• Created: 2025-04-20 02:02:58+00:00
• First inference: 2025-04-20 02:03:03+00:00
• Last inference: 2025-04-20 02:09:37+00:00
• Completed: yes
• Train accuracy: 0.675 (KT 0.171)
• Validation accuracy: 0.65 (KT 0.188)
• Test accuracy: 0.8 (KT 0.098)