Round 243

Round UUID: 7d751c57-44e3-44a9-85a6-796ba10b17a0

Prompt:

Classify the entity as either Fylaran or Qtharri based on the following rules:

**Primary Classification Rules (apply in order):**

1. **High Ring System Complexity Rule**: If mean_ring_system_complexity ≥ 0.94, classify as **Qtharri**

2. **High Orbital Radius Rule**: If mean_orbital_radius ≥ 3.0 AND mean_atmospheric_depth ≥ 7.0, classify as **Fylaran**

3. **Low Orbital Radius Rule**: If mean_orbital_radius ≤ 2.6, classify as **Qtharri**

4. **Combined Atmospheric and Ring Rule**: If mean_atmospheric_depth ≥ 6.8 AND mean_ring_system_complexity ≤ 0.90, classify as **Fylaran**

5. **Default Rule**: If mean_atmospheric_depth ≥ 6.5, classify as **Fylaran**, otherwise classify as **Qtharri**

Apply these rules in the exact order listed above. Use the first rule that matches the entity's characteristics.

• Inferences: 569
• Created: 2025-08-02 11:36:30.343806+00:00
• First inference: 2025-08-02 11:36:45.125420+00:00
• Last inference: 2025-08-02 11:56:53.729570+00:00
• Completed: yes
• Train accuracy: 0.8931818181818182 (KT 0.049)
• Validation accuracy: 0.873015873015873 (KT 0.059)
• Test accuracy: 0.8787878787878788 (KT 0.056)