Round 311

Round UUID: 3f069737-a9ea-4209-b295-65772931988b

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 5, then predict 'Approved'.
2. If `TimelineDeviation` is less than or equal to 10 and `ParadoxCount` is less than or equal to 3, 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' otherwise (if `ParadoxCount` is less than or equal to 5).
4. If `TimelineDeviation` is greater than 12 and `ParadoxCount` is less than 5, predict 'Denied'.
5. For all other combinations of `TimelineDeviation` and `ParadoxCount` that do not meet the criteria above, predict 'Denied'.

• Inferences: 200
• Created: 2025-04-20 02:09:43+00:00
• First inference: 2025-04-20 02:09:47+00:00
• Last inference: 2025-04-20 02:16:54+00:00
• Completed: yes
• Train accuracy: 0.6375 (KT 0.196)
• Validation accuracy: 0.6 (KT 0.222)
• Test accuracy: 0.75 (KT 0.126)