Round 352

Round UUID: 53e788c6-9479-4c93-af27-15523fe62cf8

Prompt:

Using the provided entity data, classify the entity as either 'Fylaran' or 'Qtharri' by strictly adhering to the following defined rules:

1. Classify as 'Qtharri' if:
   - Mean orbital radius is greater than 3.0 AND Mean surface roughness is greater than 460.
   - Mean core density is strictly below 0.70 AND mean axial symmetry is below 250.
   - Mean magnetosphere extent is below 4.5 AND mean axial symmetry is below 340.
   - Mean tidal distortion is below 30, regardless of other conditions.
   - Mean tidal distortion exceeds 500 AND (mean core density is below 0.85 OR mean ring system complexity is below 0.90).
   - Mean axial symmetry > 400 AND mean impact crater count < 0.80.
   - If mean tidal distortion exceeds 300 AND mean core density is below 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 core density is strictly between 0.68 and 0.75 AND mean ring system complexity is below 0.85, classify as 'Qtharri'.
   - If mean surface roughness < 400 AND mean tidal distortion < 400, classify as 'Qtharri' regardless of other conditions.

2. Classify as 'Fylaran' if:
   - Mean core density is above 0.95 AND mean impact crater count > 0.90.
   - Mean tidal distortion is 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 surface roughness is below 450 AND mean core density is above 0.85, classify as 'Fylaran'.
   - If mean orbital radius is strictly between 2.8 and 3.0 AND mean surface roughness > 470, classify as 'Fylaran'.

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

• Inferences: 569
• Created: 2025-08-08 11:43:38.569284+00:00
• First inference: 2025-08-08 11:43:52.257698+00:00
• Last inference: 2025-08-08 15:03:58.947047+00:00
• Completed: yes
• Train accuracy: 0.33181818181818185 (KT 0.479)
• Validation accuracy: 0.25396825396825395 (KT 0.594)
• Test accuracy: 0.42424242424242425 (KT 0.372)