Round 189

Round UUID: b9b760a6-44ae-4652-9743-b7c8f6608747

Prompt:

You are the classifier.
Given exactly one entity’s data, decide whether it belongs to the species “Fylaran” or “Qtharri”.
Evaluate the following rules in the order written.  The first rule whose conditions are satisfied determines the prediction.  If no rule fires, default to Fylaran.

Rule 1 – Ultra‑extreme ring systems
• If mean_ring_system_complexity ≥ 0.965 → predict Qtharri.

Rule 2 – Ultra‑extreme crater worlds
• If mean_impact_crater_count ≥ 0.970 → predict Qtharri.

Rule 3 – Dense‑core & complex‑ring duo
• If mean_core_density ≥ 0.900 AND mean_ring_system_complexity ≥ 0.945 → predict Qtharri.

Rule 4 – Turbulent crater‑rich worlds
• If mean_impact_crater_count ≥ 0.950 AND mean_cloud_turbulence ≥ 500 → predict Qtharri.

Rule 5 – Default
• Otherwise → predict Fylaran.

Output exactly one word: either Fylaran or Qtharri. Do not output anything else.

• Inferences: 569
• Created: 2025-04-16 23:12:29+00:00
• First inference: 2025-04-16 23:12:36+00:00
• Last inference: 2025-04-16 23:46:58+00:00
• Completed: yes
• Train accuracy: 0.8522727272727273 (KT 0.070)
• Validation accuracy: 0.8095238095238095 (KT 0.092)
• Test accuracy: 0.7272727272727273 (KT 0.139)