Round 266

Round UUID: 00ca1426-78e5-49fb-93e1-f88f23e7729f

Prompt:

Inference rules for classifying entities as Fylaran or Qtharri:

1. If mean_ring_system_complexity ≥ 0.97 OR mean_impact_crater_count ≥ 0.97, predict Qtharri.
2. If BOTH mean_ring_system_complexity ≥ 0.945 AND mean_impact_crater_count ≥ 0.945, predict Qtharri UNLESS mean_core_density ≥ 0.945 AND max_ring_system_complexity < 0.83 AND max_impact_crater_count < 0.83, in which case predict Fylaran.
3. If at least two of the following are true: mean_ring_system_complexity ≥ 0.955, mean_impact_crater_count ≥ 0.955, mean_core_density ≥ 0.955, and (max_ring_system_complexity ≥ 0.90 AND max_impact_crater_count ≥ 0.90), predict Qtharri.
4. Otherwise, predict Fylaran.

Apply these rules strictly, using only the provided feature values.

• Inferences: 569
• Created: 2025-08-02 12:46:05.399444+00:00
• First inference: 2025-08-02 12:46:20.258447+00:00
• Last inference: 2025-08-02 16:16:48.237323+00:00
• Completed: yes
• Train accuracy: 0.8613636363636363 (KT 0.065)
• Validation accuracy: 0.8253968253968254 (KT 0.084)
• Test accuracy: 0.803030303030303 (KT 0.096)