Round 110

Round UUID: 458c9a42-1c4f-4054-b4db-3259fd5c5fdd

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' <= 0.98 AND 'mean_impact_crater_count' <= 0.98, classify as 'Fylaran'. [Relaxed R6 Rule 1 to reduce FNs]
2.  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'. [Retained R6 Rule 4]
3.  Otherwise, classify as 'Qtharri'.

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

• Inferences: 569
• Created: 2025-03-31 14:48:05+00:00
• First inference: 2025-03-31 14:48:11+00:00
• Last inference: 2025-03-31 15:26:16+00:00
• Completed: yes
• Train accuracy: 0.8159090909090909 (KT 0.089)
• Validation accuracy: 0.873015873015873 (KT 0.059)
• Test accuracy: 0.8333333333333334 (KT 0.079)