Round 329

Round UUID: 90e61785-7e48-4392-b0d7-bc1655aee7e0

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 'Approved' if `ParadoxCount` is greater than 6.
   - Predict 'Denied' if `ParadoxCount` is less than or equal to 6.

2. If `TimelineDeviation` is between 12 and 14:
   - Predict 'Approved' if `ParadoxCount` is greater than 6.
   - Predict 'Denied' if `ParadoxCount` is less than or equal to 6.
   - Additionally, if `TimelineDeviation` is between 12 and 13 and `ParadoxCount` is greater than 5 but less than or equal to 6, further review may be needed to consider approval.

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

4. If `TimelineDeviation` is between 9 and 10:
   - Predict 'Approved' if `ParadoxCount` is greater than or equal to 4.5.
   - Predict 'Denied' if `ParadoxCount` is less than 4.5.

5. If `TimelineDeviation` is less than or equal to 9:
   - Predict 'Denied' if `ParadoxCount` is less than or equal to 3.
   - Predict 'Approved' if `ParadoxCount` equals 4, but require review if `ParadoxCount` is greater than 4 but `TimelineDeviation` is close to the 9 threshold.

6. If `TimelineDeviation` is exactly 11:
   - Predict 'Approved' only if `ParadoxCount` is greater than 5.

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

8. For all combinations that do not meet the criteria above and if `ParadoxCount` is lower than previously discussed thresholds, predict 'Denied'.

9. Specifically, when `TimelineDeviation` is greater than 12 and `ParadoxCount` is less than 6, always predict 'Denied'.

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