Round 278

Round UUID: fe060984-61fb-4ee5-bb77-746cb08e723f

Prompt:

Use the following classification rules to decide whether an entity is “Fylaran” or “Qtharri.” Once a rule applies, you need not check subsequent rules:

1) If mean_core_density > 0.92, label the entity as Qtharri.
2) Otherwise, if mean_surface_roughness > 500, label the entity as Fylaran.
3) Otherwise, if mean_tidal_distortion > 400, label the entity as Fylaran.
4) Otherwise, if mean_surface_roughness > 400 AND mean_tidal_distortion > 250, label the entity as Fylaran.
5) Otherwise, label the entity as Qtharri.

These rules are designed to reduce misclassifications seen in the previous examples.

• Inferences: 569
• Created: 2025-08-02 14:10:19.326857+00:00
• First inference: 2025-08-02 14:10:58.626684+00:00
• Last inference: 2025-08-02 14:52:31.144176+00:00
• Completed: yes
• Train accuracy: 0.7886363636363637 (KT 0.103)
• Validation accuracy: 0.6984126984126984 (KT 0.156)
• Test accuracy: 0.6818181818181818 (KT 0.167)