Round 317

Round UUID: 520b1b07-a90f-4fad-a692-53d5be61359b

Prompt:

To make predictions about whether an entity should be approved or denied, adhere to the following precise and explicit rules based on the features provided:

1. If `TimelineDeviation` is greater than 12:  
   - Predict 'Approved' if `ParadoxCount` is greater than 6.  
   - Predict 'Denied' if `ParadoxCount` is less than or equal to 6.  
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. For all other combinations of `TimelineDeviation` and `ParadoxCount` not covered by the above rules, predict 'Denied'.  

This prompt aims to address past inaccuracies, especially for cases where high 'TimelineDeviation' was not adequately accounted for in relation to 'ParadoxCount'.

• Inferences: 200
• Created: 2025-04-20 02:54:56+00:00
• First inference: 2025-04-20 02:55:00+00:00
• Last inference: 2025-04-20 03:01:15+00:00
• Completed: yes
• Train accuracy: 0.55 (KT 0.260)
• Validation accuracy: 0.65 (KT 0.188)
• Test accuracy: 0.75 (KT 0.126)