Round 273

Round UUID: 9355135a-59ba-4a3b-a65b-0dc780f60183

Prompt:

You are given two numeric values for an entity: “TimelineDeviation” and “ParadoxCount.” Using the rules below, decide whether to label the entity as “Approved” or “Denied.”

Rules:
1) If TimelineDeviation < 11, label the entity “Denied.”
2) If TimelineDeviation > 13 and ParadoxCount < 3, label the entity “Denied.”
3) Otherwise, label the entity “Approved.”

Explanation:
• Rule 1 addresses situations where the timeline deviation is fairly low. We consider these cases as insufficient for approval.
• Rule 2 addresses specific scenarios where the timeline deviation is quite high, but paradox count is very low—which previously led to false approvals.
• Rule 3 covers all other cases, granting approval by default unless either of the first two deny conditions is met.

Apply these rules step by step to each row of data. Output only “Approved” or “Denied.”

• Inferences: 200
• Created: 2025-04-20 03:02:11+00:00
• First inference: 2025-04-20 03:02:17+00:00
• Last inference: 2025-04-20 03:09:25+00:00
• Completed: yes
• Train accuracy: 0.7125 (KT 0.148)
• Validation accuracy: 0.85 (KT 0.071)
• Test accuracy: 0.75 (KT 0.126)