Round 109

Round UUID: 855b3a56-dc34-418f-8cef-cb533f7f152e

Prompt:

Classify the entity as 'Fylaran' (Positive) or 'Qtharri' (Negative) based on its data. Apply the following rules in order:

1.  If 'mean_orbital_radius' >= 2.82 AND 'mean_core_density' <= 0.94 AND 'mean_ring_system_complexity' <= 0.96 AND 'mean_impact_crater_count' <= 0.95, classify as 'Fylaran'.
2.  Else if 'mean_orbital_radius' < 2.82 AND 'mean_core_density' <= 0.87 AND 'mean_ring_system_complexity' <= 0.92 AND 'max_core_density' < 0.75 AND 'mean_impact_crater_count' <= 0.95, classify as 'Fylaran'.
3.  Else if 'mean_orbital_radius' >= 2.82 AND 'mean_core_density' > 0.94 AND 'mean_core_density' <= 0.95 AND 'mean_ring_system_complexity' <= 0.96 AND 'mean_impact_crater_count' <= 0.95, classify as 'Fylaran'. [New rule for high MOR, slightly higher MCD FNs]
4.  Else if 'mean_orbital_radius' < 2.82 AND 'mean_core_density' <= 0.94 AND 'mean_ring_system_complexity' <= 0.96 AND 'max_core_density' < 0.87 AND 'mean_impact_crater_count' <= 0.97, classify as 'Fylaran'. [Old Rule 3, now Rule 4, tightened with AND]
5.  Otherwise, classify as 'Qtharri'.

Provide only the classification ('Fylaran' or 'Qtharri').

• Inferences: 569
• Created: 2025-03-31 14:03:18+00:00
• First inference: 2025-03-31 14:03:22+00:00
• Last inference: 2025-03-31 14:46:16+00:00
• Completed: yes
• Train accuracy: 0.8181818181818182 (KT 0.087)
• Validation accuracy: 0.8412698412698413 (KT 0.075)
• Test accuracy: 0.7727272727272727 (KT 0.112)