Round 354

Round UUID: 8fde8df9-eb1e-4213-b268-ebf7f3f1205d

Prompt:

Using the provided entity data, classify the entity as either 'Fylaran' or 'Qtharri' using the following clearly defined rules:

1. Classify as 'Qtharri' if:
   - Mean orbital radius is > 3.0 AND Mean surface roughness is > 460.
   - Mean core density < 0.70 AND mean axial symmetry < 250.
   - Mean magnetosphere extent < 4.5 AND mean axial symmetry < 340.
   - Mean tidal distortion < 30, regardless of other conditions.
   - Mean tidal distortion > 500 AND (mean core density < 0.85 OR mean ring system complexity < 0.90).
   - Mean axial symmetry > 400 AND mean impact crater count < 0.80.
   - If mean tidal distortion > 300 AND mean core density < 0.85, classify as 'Qtharri' regardless of other conditions.
   - Mean impact crater count > 0.90 AND mean tidal distortion < 100, classify as 'Qtharri' regardless of other conditions.
   - If mean core density < 0.80 AND mean tidal distortion < 50, classify as 'Qtharri' regardless of other conditions.
   - If mean impact crater count is 0.85-0.90 AND mean surface roughness > 450 AND mean core density < 0.90, classify as 'Qtharri'.
   - If mean axial symmetry < 150 AND mean surface roughness > 470, classify as 'Qtharri' only if also mean core density < 0.85 (to reduce false negatives).
   - If mean tidal distortion is between 400-500 AND mean impact crater count > 0.90 AND mean axial symmetry < 200, classify as 'Qtharri'.

2. Classify as 'Fylaran' if:
   - Mean core density > 0.95 AND mean impact crater count > 0.90.
   - Mean tidal distortion between 100 and 400 AND mean impact crater count > 0.85.
   - Mean ring system complexity > 0.95 AND mean cloud turbulence < 140.
   - If mean axial symmetry < 150 AND mean core density > 0.90, classify as 'Fylaran' regardless of other conditions.
   - Mean core density > 0.85 AND mean tidal distortion < 30, classify as 'Fylaran' regardless of other conditions.
   - If mean orbital radius is 2.8-3.0 AND mean surface roughness > 470, classify as 'Fylaran'.
   - If mean surface roughness < 450 AND mean core density > 0.85, classify as 'Fylaran'.

3. Carefully evaluate instances of overlap between categories and err on the side of caution to reduce misclassifications.

4. Follow these rules strictly to minimize errors in classification.

• Inferences: 569
• Created: 2025-08-08 15:18:32.560426+00:00
• First inference: 2025-08-08 15:18:52.685102+00:00
• Last inference: 2025-08-08 16:10:29.066455+00:00
• Completed: yes
• Train accuracy: 0.2863636363636364 (KT 0.543)
• Validation accuracy: 0.25396825396825395 (KT 0.594)
• Test accuracy: 0.3787878787878788 (KT 0.421)