Round 124

Round UUID: e7ef4b3a-cdf4-4616-bdb4-a040c4a57a4d

Prompt:

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

1. If TimelineDeviation >= 14.0, predict Approved

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

3. If TimelineDeviation >= 9.0 and TimelineDeviation < 12.0:
   - If ParadoxCount < 3.5, predict Denied
   - If ParadoxCount >= 3.5 and ParadoxCount < 5.5, predict Denied
   - If ParadoxCount >= 5.5, predict Approved

4. If TimelineDeviation < 9.0:
   - If ParadoxCount < 2.0, predict Approved
   - If ParadoxCount >= 2.0 and ParadoxCount < 3.5, predict Denied
   - If ParadoxCount >= 3.5, predict Denied

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

• Inferences: 200
• Created: 2025-06-24 23:29:54.284082+00:00
• First inference: 2025-06-24 23:30:12.031715+00:00
• Last inference: 2025-06-24 23:40:07.601187+00:00
• Completed: yes
• Train accuracy: 0.8375 (KT 0.078)
• Validation accuracy: 0.9 (KT 0.047)
• Test accuracy: 0.85 (KT 0.071)