Round 128

Round UUID: 94d641bb-67e4-419e-a9d1-9def979eb10b

Prompt:

Analyze the entity data and predict whether it should be Approved or Denied based on these rules:

1. If TimelineDeviation >= 16.0:
   - If ParadoxCount >= 5.9 and ParadoxCount <= 6.1, predict Denied
   - Otherwise, predict Approved

2. If TimelineDeviation >= 14.0 and TimelineDeviation < 16.0:
   - If ParadoxCount < 2.5, predict Denied
   - If ParadoxCount >= 2.5 and ParadoxCount <= 6.0, predict Approved
   - If ParadoxCount > 6.0, predict Denied

3. If TimelineDeviation >= 12.0 and TimelineDeviation < 14.0:
   - If ParadoxCount < 3.3, predict Denied
   - If ParadoxCount >= 3.3 and ParadoxCount < 6.2, predict Approved
   - If ParadoxCount >= 6.2, predict Denied

4. If TimelineDeviation >= 9.0 and TimelineDeviation < 12.0:
   - If ParadoxCount < 4.5, predict Denied
   - If ParadoxCount >= 4.5 and ParadoxCount < 5.5, predict Approved
   - If ParadoxCount >= 5.5 and ParadoxCount < 6.0, predict Denied
   - If ParadoxCount >= 6.0, predict Denied

5. If TimelineDeviation < 9.0:
   - If ParadoxCount < 1.0, predict Denied
   - If ParadoxCount >= 1.0 and ParadoxCount < 2.0, predict Approved
   - If ParadoxCount >= 2.0 and ParadoxCount < 6.5, predict Denied
   - If ParadoxCount >= 6.5, predict Approved

Apply these rules in order and make your prediction based on the first rule that matches.

• Inferences: 200
• Created: 2025-06-25 00:13:36.536217+00:00
• First inference: 2025-06-25 00:13:55.867998+00:00
• Last inference: 2025-06-25 00:24:54.625839+00:00
• Completed: yes
• Train accuracy: 0.675 (KT 0.171)
• Validation accuracy: 0.8 (KT 0.098)
• Test accuracy: 0.7 (KT 0.156)