Round UUID: d03e8e5e-6bb7-4483-b284-470c6c8eec8a
Prompt:
Using the provided entity data, classify the entity as either 'Fylaran' or 'Qtharri' by strictly adhering to the following clearly defined and unambiguous rules: 1. **Classify as 'Qtharri' if any of the following conditions are met:** - Mean orbital radius > 3.0 AND Mean surface roughness > 460. - Mean core density < 0.80 AND Mean axial symmetry < 250. - Mean magnetosphere extent < 4.5 AND Mean axial symmetry < 300. - Mean tidal distortion < 30, regardless of other conditions. - Mean tidal distortion > 500 AND (Mean core density < 0.85 OR Mean ring system complexity < 0.90). - Mean impact crater count < 0.80 AND Mean axial symmetry > 400. - Mean tidal distortion < 300 AND Mean core density < 0.85 to prevent false negatives. - Mean tidal distortion between 300 and 400 AND Mean core density < 0.85 AND Mean impact crater count > 0.85. - Mean core density < 0.85 AND Mean tidal distortion < 50 for safe classification. - Mean axial symmetry < 150 AND Mean tidal distortion > 200 AND Mean impact crater count < 0.90. - **New Rule:** Mean core density between 0.80 and 0.85 AND Mean tidal distortion between 200 and 300 classify as 'Qtharri' to handle specific edge cases effectively. - **New Rule:** Mean tidal distortion between 400 and 500 AND Mean core density < 0.80 classify as 'Qtharri' to minimize misclassifications in critical overlap regions. 2. **Classify as 'Fylaran' if any of the following conditions are met:** - Mean core density > 0.95 AND Mean impact crater count > 0.90. - Mean tidal distortion between 100 and 400 AND Mean impact crater count > 0.85. - Mean ring system complexity > 0.95 AND Mean cloud turbulence < 140. - Mean core density > 0.85 AND Mean tidal distortion < 30. - Mean orbital radius between 2.8 and 3.0 AND Mean surface roughness > 470. - Mean surface roughness < 450 AND Mean core density > 0.85. - Mean impact crater count > 0.90 AND Mean axial symmetry > 350. - Mean axial symmetry between 150-300 AND Mean tidal distortion < 250 to minimize false positives. - **New Rule:** Mean core density between 0.85 and 0.90 AND Mean tidal distortion > 250 AND Mean impact crater count < 0.90 to accurately classify ambiguous cases. - **New Rule:** Mean tidal distortion < 50 AND Mean core density > 0.90 AND Mean axial symmetry > 400 to avoid false positives in areas with minimal distortion. 3. **Implement stricter boundaries for critical thresholds** surrounding Mean core density (0.80, 0.85, 0.90) and Mean impact crater count (< 0.80, 0.80-0.85, > 0.85) to clarify classification parameters and significantly reduce ambiguity, ensuring conditions are explicitly outlined and adhered to rigorously. 4. **Regularly review and adjust thresholds and classification conditions based on dataset performance** to continually minimize classification errors and ensure ongoing improvement of the classification system.