Round UUID: 74ef55d6-59ad-4860-84c0-52f9841a6c08
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 5.5 (use strict comparison for clarity). - Predict 'Denied' if `ParadoxCount` is less than or equal to 5.5. 3. If `TimelineDeviation` is between 10 and 12: - Predict 'Approved' if `ParadoxCount` is greater than 5. - Predict 'Denied' if `ParadoxCount` is less than or equal to 5. 4. If `TimelineDeviation` is between 9 and 10: - Predict 'Approved' if `ParadoxCount` is greater than 3.5 (again, using strict comparison). - Predict 'Denied' if `ParadoxCount` is less than or equal to 3.5. 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. 6. If `TimelineDeviation` is exactly 11: - Predict 'Approved' if `ParadoxCount` is greater than 5. 7. If `TimelineDeviation` is exactly 8 or less, always predict 'Denied'. 8. For all other combinations of `TimelineDeviation` and `ParadoxCount` that do not meet the criteria above, predict 'Denied'. 9. Specifically, when `TimelineDeviation` is greater than 12 and `ParadoxCount` is less than 5, always predict 'Denied'. 10. Consider cases where `TimelineDeviation` is between 9 and 10 with `ParadoxCount` greater than 4.5: ensure a review of features to determine the potential for approval over denial.