Round 424

Round UUID: 0ab5655d-a873-48c8-a98e-e8e58c80d630

Prompt:

Analyze the Entity Data based on the following rules and classify as 'Approved' or 'Denied'.

Rules:
1. If TimelineDeviation > 12 AND TimelineDeviation < 15 AND ParadoxCount >= 6.0 AND ParadoxCount < 7.0, predict 'Denied'.
2. Else if TimelineDeviation > 10 AND TimelineDeviation < 11 AND ParadoxCount >= 6.0 AND ParadoxCount < 6.5, predict 'Denied'.
3. Else if TimelineDeviation > 16 AND ParadoxCount < 3.5, predict 'Approved'.
4. Else if TimelineDeviation > 12 AND ParadoxCount > 7.5, predict 'Approved'.
5. Else if TimelineDeviation > 13 AND ParadoxCount < 4.0, predict 'Approved'.
6. Else if TimelineDeviation > 12 AND ParadoxCount >= 4.0, predict 'Approved'.
7. Else if TimelineDeviation > 10 AND TimelineDeviation <= 12 AND ParadoxCount >= 5.0 AND ParadoxCount < 6.0, predict 'Approved'.
8. Else if TimelineDeviation > 7.5 AND TimelineDeviation <= 12 AND ParadoxCount >= 6.0, predict 'Approved'.
9. Else, predict 'Denied'.

• Inferences: 200
• Created: 2025-04-20 14:38:25+00:00
• First inference: 2025-04-20 14:38:29+00:00
• Last inference: 2025-04-20 14:49:52+00:00
• Completed: yes
• Train accuracy: 0.73125 (KT 0.137)
• Validation accuracy: 0.9 (KT 0.047)
• Test accuracy: 0.7 (KT 0.156)