Round 28

Round UUID: 62003d7a-f73b-49cf-b43c-a938c33800e9

Prompt:

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

1. If `TimelineDeviation` is greater than 14:
   - Predict 'Denied' if `ParadoxCount` is less than 6.0.
   - Predict 'Approved' if `ParadoxCount` is greater than or equal to 6.0.

2. If `TimelineDeviation` is between 12 and 14:
   - Predict 'Denied' if `ParadoxCount` is less than 6.0.
   - Predict 'Approved' if `ParadoxCount` is strictly greater than 6.0.
   - If `TimelineDeviation` is greater than 12 but less than 12.5, require further review for `ParadoxCount` between 5.5 and 6.0.

3. If `TimelineDeviation` is between 10 and 12:
   - Predict 'Denied' if `ParadoxCount` is less than 5.5.
   - Predict 'Approved' if `ParadoxCount` is greater than or equal to 5.5.

4. If `TimelineDeviation` is between 9 and 10:
   - Predict 'Denied' if `ParadoxCount` is less than 4.0.
   - Predict 'Approved' if `ParadoxCount` is greater than or equal to 4.0.

5. If `TimelineDeviation` is less than or equal to 9:
   - Predict 'Denied' if `ParadoxCount` is less than 4.0.
   - Predict 'Approved' only if `ParadoxCount` is exactly 4.0 and `TimelineDeviation` is exactly 9 or less.
   - Require further review if `ParadoxCount` is greater than 4.0 but less than 5.0.

6. If `TimelineDeviation` is exactly 11:
   - Predict 'Approved' only if `ParadoxCount` is strictly greater than 6.0.

7. If `TimelineDeviation` is exactly 8 or less, always predict 'Denied'.

8. For any combinations that do not strictly meet the criteria above, predict 'Denied'.

9. Specifically, when `TimelineDeviation` is greater than 12 and `ParadoxCount` is less than 6.0, always predict 'Denied'.

10. When `TimelineDeviation` is between 10 and 12 and `ParadoxCount` is exactly 5.5, predict 'Approved' only if `TimelineDeviation` is closer to 12 than to 10; otherwise, predict 'Denied'.

11. When `TimelineDeviation` is exactly 12.5 and `ParadoxCount` is exactly 6, predict 'Approved'. If it is less than 6, predict 'Denied'.

12. Introduce a threshold rule that if `TimelineDeviation` is greater than 16, predict 'Denied' if `ParadoxCount` is less than 5.0.

13. For `TimelineDeviation` between 11 and 12 with `ParadoxCount` less than 5.5 but more than 5.0, require further review before denial.