Round 280

Round UUID: 46f42496-2c3b-44ca-9a36-e0572327cd06

Prompt:

Use the following classification rules to decide whether an entity is “Fylaran” or “Qtharri.” Once a rule applies, stop and assign that label:

1) If mean_core_density > 0.92, 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.

These rules aim to reduce misclassifications observed previously, such as when a moderately high surface roughness and moderate tidal distortion actually indicated a Fylaran, or when a very dense core indicated a Qtharri.

• Inferences: 569
• Created: 2025-08-02 14:52:31.854369+00:00
• First inference: 2025-08-02 14:53:09.812676+00:00
• Last inference: 2025-08-02 16:32:28.920060+00:00
• Completed: yes
• Train accuracy: 0.8181818181818182 (KT 0.087)
• Validation accuracy: 0.7142857142857143 (KT 0.146)
• Test accuracy: 0.696969696969697 (KT 0.157)