Round 315

Round UUID: 5e3c82c7-2194-4409-a7fb-0c7b6d95e654

Prompt:

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

1. If `TimelineDeviation` is greater than 12 and `ParadoxCount` is greater than or equal to 6, then predict 'Approved'.
2. If `TimelineDeviation` is between 10 and 12: 
   - Predict 'Approved' if `ParadoxCount` is greater than or equal to 5.
   - Predict 'Denied' if `ParadoxCount` is less than 5.
3. If `TimelineDeviation` is less than or equal to 10:
   - Predict 'Denied' if `ParadoxCount` is less than or equal to 3.
   - Predict 'Approved' if `ParadoxCount` is exactly 4.
4. If `TimelineDeviation` is greater than 12 and `ParadoxCount` is exactly 5, then predict 'Approved'.
5. If `TimelineDeviation` is between 10 and 12 and `ParadoxCount` is greater than 6, then 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 02:39:09+00:00
• First inference: 2025-04-20 02:39:13+00:00
• Last inference: 2025-04-20 02:46:54+00:00
• Completed: yes
• Train accuracy: 0.53125 (KT 0.275)
• Validation accuracy: 0.6 (KT 0.222)
• Test accuracy: 0.7 (KT 0.156)