Round 314

Round UUID: ee46377f-88f0-4dfe-9624-f2f85df8c2ae

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 or equal to 6, then predict 'Approved'.
2. If `TimelineDeviation` is between 10 and 12: 
   - Predict 'Approved' if `ParadoxCount` is greater than 4.
   - Predict 'Denied' if `ParadoxCount` is less than or equal to 4.
3. If `TimelineDeviation` is less than or equal to 10 and `ParadoxCount` is less than or equal to 3, then predict 'Denied'.
4. If `TimelineDeviation` is greater than 12 and `ParadoxCount` is exactly 5, then predict 'Approved'.
5. If `TimelineDeviation` is greater than or equal to 10 but less than or equal to 12 and `ParadoxCount` is less than or equal to 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 02:31:12+00:00
• First inference: 2025-04-20 02:31:16+00:00
• Last inference: 2025-04-20 02:39:03+00:00
• Completed: yes
• Train accuracy: 0.65625 (KT 0.183)
• Validation accuracy: 0.8 (KT 0.098)
• Test accuracy: 0.8 (KT 0.098)