Round 261

Round UUID: dccc572c-0eb3-4d42-be45-11bca0de2857

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 and ParadoxCount > 4.5, then Predict: Approved.
2. If TimelineDeviation <= 10 and ParadoxCount <= 3, then Predict: Denied.
3. If TimelineDeviation is between 10 and 12, then:
    a. If ParadoxCount > 5, Predict: Approved.
    b. Otherwise, Predict: Denied.
4. NEW RULE: If TimelineDeviation <= 10 and ParadoxCount > 6, then Predict: Approved.
5. REFINED RULE: If TimelineDeviation > 10 and ParadoxCount > 7, then Predict: Denied.

This prompt incorporates additional conditions to refine decision-making and aims to reduce both false positives and false negatives by addressing identified pattern mismatches.

• Inferences: 200
• Created: 2025-04-19 23:58:07+00:00
• First inference: 2025-04-19 23:58:11+00:00
• Last inference: 2025-04-20 00:04:59+00:00
• Completed: yes
• Train accuracy: 0.80625 (Krichevsky-Trofimov 0.094)
• Validation accuracy: 0.75 (Krichevsky-Trofimov 0.126)
• Test accuracy: 0.75 (Krichevsky-Trofimov 0.126)