Round 312

Round UUID: 510b4e88-a647-47de-9b20-572dc8c0262b

Prompt:

To make predictions about whether an entity should be approved or denied, follow these refined 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 or equal to 10 and `ParadoxCount` is less than 4, then predict 'Denied'.
3. If `TimelineDeviation` is between 10 and 12: 
   - Predict 'Approved' if `ParadoxCount` is exactly 6. 
   - Predict 'Denied' if `ParadoxCount` is less than or equal to 5.
4. If `TimelineDeviation` is greater than 12 and `ParadoxCount` is between 4 and 5, then predict 'Approved'.
5. If `TimelineDeviation` is greater than 12 and `ParadoxCount` is less than 4, predict 'Denied'.
6. For all other combinations of `TimelineDeviation` and `ParadoxCount` that do not meet the criteria above, predict 'Denied'.

• Inferences: 200
• Created: 2025-04-20 02:17:01+00:00
• First inference: 2025-04-20 02:17:04+00:00
• Last inference: 2025-04-20 02:24:17+00:00
• Completed: yes
• Train accuracy: 0.65 (KT 0.188)
• Validation accuracy: 0.7 (KT 0.156)
• Test accuracy: 0.75 (KT 0.126)