Round 228

Round UUID: f33620c9-b6d5-4f3d-8383-2c5828bb00ad

Prompt:

Classification Rules:

Approve an entity if:
1. TimelineDeviation > 9 AND
2. (ParadoxCount > 4 OR 
    (TimelineDeviation > 14 AND ParadoxCount > 2))

Deny an entity if:
1. TimelineDeviation < 8 OR
2. ParadoxCount < 3 OR
3. (TimelineDeviation < 12 AND ParadoxCount < 5)

Special Considerations:
- Entities with TimelineDeviation > 14 should be given more lenient scrutiny
- Negative ParadoxCount values automatically trigger denial
- Borderline cases between 8-12 TimelineDeviation require careful individual assessment

Rationale:
- Lowered initial TimelineDeviation threshold to 9
- Added flexibility for high TimelineDeviation entities
- Introduced more nuanced ParadoxCount criteria
- Provided clear rules for edge cases

• Inferences: 200
• Created: 2025-04-20 18:42:40+00:00
• First inference: 2025-04-20 18:42:44+00:00
• Last inference: 2025-04-20 18:50:32+00:00
• Completed: yes
• Train accuracy: 0.8 (KT 0.098)
• Validation accuracy: 0.8 (KT 0.098)
• Test accuracy: 0.85 (KT 0.071)