Round 330

Round UUID: 77688e0c-a22a-4763-acf8-e67ca534b8a9

Prompt:

The task is to classify entities as either 'Fylaran' or 'Qtharri' based on their features. Apply the following rules:

1. Classify as 'Fylaran' if the mean_orbital_radius is > 2.6 and the mean_core_density is < 0.92, and mean_ring_system_complexity is <= 0.95 OR mean_magnetosphere_extent > 4.
2. Classify as 'Qtharri' if the mean_orbital_radius is <= 2.6 OR the mean_core_density is >= 0.92, OR if mean_ring_system_complexity > 0.95.
3. If mean_orbital_radius falls between 2.5 and 2.7, classify it as 'unknown' unless the core_density and ring_system_complexity explicitly align with one category.
4. If any mandatory features are missing (mean_orbital_radius, mean_core_density, mean_ring_system_complexity), label the entity as 'unknown' and do not classify.

Use these adjusted rules consistently to reduce classification errors.