Round 157

Round UUID: 80f1811a-bdf2-42ce-b56a-82f8fa5e31c4

Prompt:

Classify an entity as Fylaran or Qtharri using the following improved rules:

Assign label "Fylaran" if ALL the following conditions are met:
- mean_surface_roughness >= 320
- mean_magnetosphere_extent >= 4.25
- mean_atmospheric_depth >= 6.1
- mean_ring_system_complexity <= 0.97
- mean_impact_crater_count <= 0.97
- mean_core_density < 0.93
- mean_cloud_turbulence < 540

However, always assign label "Qtharri" if ANY of the following apply (overrides the above):
- mean_core_density >= 0.93
- mean_ring_system_complexity > 0.97
- mean_impact_crater_count > 0.98

If any required condition for Fylaran is not satisfied and none of the override conditions are hit, assign label "Qtharri".

Apply these rules strictly based on the entity data. If you are uncertain, default to "Qtharri".

• Inferences: 569
• Created: 2025-04-16 23:15:12+00:00
• First inference: 2025-04-16 23:15:17+00:00
• Last inference: 2025-04-17 00:10:53+00:00
• Completed: yes
• Train accuracy: 0.8159090909090909 (KT 0.089)
• Validation accuracy: 0.746031746031746 (KT 0.127)
• Test accuracy: 0.6666666666666666 (KT 0.176)