Round 349

Round UUID: 12c5f8c6-2119-4d4c-b31d-fd7184ac29e6

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 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 core density is strictly between 0.68 and 0.75 AND mean ring system complexity is below 0.85.
   - Mean axial symmetry is above 400 AND mean impact crater count is below 0.80.
   - Mean tidal distortion exceeds 500 AND mean core density is below 0.85 AND mean ring system complexity is below 0.90.
   - If mean core density is below 0.80 AND mean tidal distortion is below 50, classify as 'Qtharri' regardless of other conditions.
   - If mean impact crater count exceeds 0.90 AND mean tidal distortion is below 100, classify as 'Qtharri' regardless of other conditions.
   - If mean tidal distortion exceeds 300 AND mean core density is below 0.85, classify as 'Qtharri' regardless of other conditions.

2. Classify as 'Fylaran' if:
   - Mean core density is above 0.95 AND mean impact crater count is above 0.90.
   - Mean tidal distortion is between 100 and 400 AND mean impact crater count is above 0.85.
   - Mean ring system complexity exceeds 0.95 AND mean cloud turbulence is below 140.
   - Mean orbital radius is strictly between 2.8 and 3.0 AND mean surface roughness is greater than 470.
   - Mean orbital radius is below 2.5 AND mean core density is above 0.95.
   - If mean axial symmetry is below 150 AND mean core density is above 0.90, classify as 'Fylaran' regardless of other conditions.
   - If mean impact crater count is above 0.90 AND mean core density is above 0.85, classify as 'Fylaran' regardless of other conditions.
   - If mean core density is above 0.85 AND mean tidal distortion is below 30, classify as 'Fylaran' regardless of other conditions.

3. If mean tidal distortion is significantly low (below 30), classify as 'Qtharri' regardless of other conditions.

4. If mean impact crater count is below 0.85 AND mean core density is above 0.85 AND mean surface roughness is above 470, classify as 'Qtharri' to prevent 'Fylaran' misclassification in borderline cases.

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

• Inferences: 569
• Created: 2025-08-07 17:59:15.610235+00:00
• First inference: 2025-08-07 17:59:32.167453+00:00
• Last inference: 2025-08-07 18:22:51.292618+00:00
• Completed: yes
• Train accuracy: 0.3840909090909091 (KT 0.415)
• Validation accuracy: 0.2857142857142857 (KT 0.543)
• Test accuracy: 0.36363636363636365 (KT 0.439)