Round 262

Round UUID: 2f011423-12c0-450a-a65b-70c61518772d

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, Predict: Approved.
    b. Otherwise, Predict: Denied.

4. NEW RULE: If TimelineDeviation is between 10 and 13 and ParadoxCount <= 5, then Predict: Denied.

5. REFINED RULE: Previously if TimelineDeviation > 10 and ParadoxCount > 7, then Predict: Denied, refine it to ParadoxCount > 7.5 to narrow cases of approval.

• Inferences: 200
• Created: 2025-04-20 00:05:05+00:00
• First inference: 2025-04-20 00:05:09+00:00
• Last inference: 2025-04-20 00:11:26+00:00
• Completed: yes
• Train accuracy: 0.56875 (KT 0.245)
• Validation accuracy: 0.6 (KT 0.222)
• Test accuracy: 0.75 (KT 0.126)