Round 285

Round UUID: 9adfe6aa-be6d-4bb4-82f1-9722704ec88f

Prompt:

Use the following classification rules to decide if an entity is “Fylaran” or “Qtharri.” Stop when a rule applies:

1) If mean_core_density > 0.95, label the entity as Qtharri.
2) Otherwise, if mean_surface_roughness > 450, label the entity as Fylaran.
3) Otherwise, if mean_tidal_distortion > 400, label the entity as Fylaran.
4) Otherwise, if mean_surface_roughness > 350 AND mean_tidal_distortion > 200, label the entity as Fylaran.
5) Otherwise, label the entity as Qtharri.

This adjustment raises the core-density threshold to 0.95 to reduce false negatives in cases where a relatively dense core but extremely high surface roughness actually indicates a Fylaran.

• Inferences: 569
• Created: 2025-08-02 16:32:29.618608+00:00
• First inference: 2025-08-02 16:33:22.230755+00:00
• Last inference: 2025-08-02 16:36:05.151925+00:00
• Completed: yes
• Train accuracy: 0.7340909090909091 (KT 0.134)
• Validation accuracy: 0.6349206349206349 (KT 0.197)
• Test accuracy: 0.6666666666666666 (KT 0.176)