Round 290

Round UUID: dcce2dc2-115d-410b-9c87-037c3c3c8472

Prompt:

Using the provided entity data, classify the entity as either 'Fylaran' or 'Qtharri' by strictly following these expanded rules: 

1. Classify as 'Qtharri' if: 
   - mean orbital radius is greater than 3.0 AND mean surface roughness is greater than 500. 
   - mean core density is below 0.7 AND mean axial symmetry is below 250. 
   - mean magnetosphere extent is below 4.5 AND mean axial symmetry is below 350. 
   - mean tidal distortion is below 20 regardless of other conditions. 
   - mean core density is strictly between 0.7 and 0.75 AND mean ring system complexity is below 0.9. 
 
2. Classify as 'Fylaran' if: 
   - mean core density is greater than 0.95 AND mean impact crater count is above 0.9. 
   - mean tidal distortion is greater than 400 AND mean atmospheric depth is lower than 6.5. 
   - mean ring system complexity exceeds 0.95 AND mean cloud turbulence is below 150. 
   - mean core density is above 0.9 AND mean surface roughness is greater than 350. 
   - mean orbital radius is strictly between 2.8 and 3.0 AND mean surface roughness is above 480, classify as 'Fylaran'. 
 
3. Introduce a specific rule: if mean axial symmetry is above 400 AND mean impact crater count is below 0.85, classify as 'Qtharri'. 
 
4. If mean tidal distortion is very low (below 30), classify as 'Qtharri' regardless of other conditions. 
 
5. If mean orbital radius is below 2.5 and mean core density is above 0.95, classify as 'Fylaran'. 
 
Follow these rules strictly to minimize errors in classification.

• Inferences: 569
• Created: 2025-08-02 16:55:54.588171+00:00
• First inference: 2025-08-02 16:56:07.395013+00:00
• Last inference: 2025-08-05 10:15:08.590262+00:00
• Completed: yes
• Train accuracy: 0.3386363636363636 (KT 0.470)
• Validation accuracy: 0.3492063492063492 (KT 0.457)
• Test accuracy: 0.3787878787878788 (KT 0.421)