Round 260

Round UUID: b58d941d-61fb-4ff3-8e26-e331b4793e0e

Prompt:

To determine whether an entity should be approved or denied, apply the following rules based on the entity data:

1. If TimelineDeviation > 12 and ParadoxCount > 4.5, then Predict: Approved.
2. If TimelineDeviation <= 10 or ParadoxCount <= 3, then Predict: Denied.
3. If TimelineDeviation is between 10 and 12, then:
    a. If ParadoxCount > 5, Predict: Approved.
    b. Otherwise, Predict: Denied.

This prompt aims to utilize more defined boundaries for approval to improve predictive accuracy and address both false positives and false negatives previously identified.

• Inferences: 200
• Created: 2025-04-19 23:52:01+00:00
• First inference: 2025-04-19 23:52:04+00:00
• Last inference: 2025-04-19 23:58:02+00:00
• Completed: yes
• Train accuracy: 0.725 (Krichevsky-Trofimov 0.140)
• Validation accuracy: 0.85 (Krichevsky-Trofimov 0.071)
• Test accuracy: 0.8 (Krichevsky-Trofimov 0.098)