Round 176

Round UUID: 3819746a-29d9-4b82-a11e-cf9b4a81ef2b

Prompt:

Classification Decision Rules:

Metric 1: TimelineDeviation Scoring
- If TimelineDeviation > 15: Add 3 points to APPROVAL score
- If TimelineDeviation > 12: Add 2 points to APPROVAL score
- If TimelineDeviation > 10: Add 1 point to APPROVAL score
- If TimelineDeviation < 7: Add 2 points to DENIAL score
- If TimelineDeviation < 5: Add 3 points to DENIAL score

Metric 2: ParadoxCount Scoring
- If ParadoxCount > 6: Add 3 points to APPROVAL score
- If ParadoxCount > 4: Add 2 points to APPROVAL score
- If ParadoxCount > 2: Add 1 point to APPROVAL score
- If ParadoxCount < 2: Add 2 points to DENIAL score
- If ParadoxCount < 1: Add 3 points to DENIAL score

Additional Conditional Rules:
- If TimelineDeviation is high (>12) but ParadoxCount is low (<2): 
  Reduce APPROVAL score by 1 point
- If TimelineDeviation is low (<7) but ParadoxCount is high (>6): 
  Reduce DENIAL score by 1 point

Final Classification:
- If APPROVAL score ≥ 4: Classify as APPROVED
- If DENIAL score ≥ 4: Classify as DENIED
- If APPROVAL score = 3 and DENIAL score = 3: Require additional review
- If scores are 3-3 or 2-2: Lean towards APPROVED if TimelineDeviation > 10
- If scores are 3-3 or 2-2: Lean towards DENIED if TimelineDeviation < 7

• Inferences: 200
• Created: 2025-04-20 15:30:46+00:00
• First inference: 2025-04-20 15:30:53+00:00
• Last inference: 2025-04-20 15:42:38+00:00
• Completed: yes
• Train accuracy: 0.7125 (KT 0.148)
• Validation accuracy: 0.7 (KT 0.156)
• Test accuracy: 0.55 (KT 0.260)