Round 263

Round UUID: 48568228-c55f-4c41-8459-0ca449495564

Prompt:

To determine whether an entity should be approved or denied, apply the following refined rules based on the entity data:

1. If TimelineDeviation > 12:
    a. If ParadoxCount > 5.5, then Predict: Approved.
    b. Otherwise, Predict: Denied.

2. If TimelineDeviation <= 10 and ParadoxCount <= 3, then Predict: Denied.

3. If TimelineDeviation is between 10 and 12:
    a. If ParadoxCount > 5 and <= 6, Predict: Approved.
    b. Otherwise, Predict: Denied.

4. NEW RULE: If TimelineDeviation is between 10 and 13 and ParadoxCount <= 5.5, then Predict: Denied.

5. REFINED RULE: Previously if TimelineDeviation > 10 and ParadoxCount > 7.5, then Predict: Denied, refine it to ParadoxCount > 8 to narrow cases of erroneous approvals.

• Inferences: 200
• Created: 2025-04-20 00:11:35+00:00
• First inference: 2025-04-20 00:11:38+00:00
• Last inference: 2025-04-20 00:18:16+00:00
• Completed: yes
• Train accuracy: 0.50625 (KT 0.296)
• Validation accuracy: 0.55 (KT 0.260)
• Test accuracy: 0.75 (KT 0.126)