Round UUID: 14385538-ae51-4b11-96cc-3ca55e3aee20
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 improve handling of specific edge cases. - **New Rule:** Mean tidal distortion between 100 and 200 AND Mean axial symmetry > 400 classify as 'Qtharri' to enhance classification accuracy in overlapping ranges. - **New Rule:** Mean tidal distortion between 400 and 500 AND Mean core density < 0.80 classify as 'Qtharri' to minimize risk of misclassification in high overlap regions. - **New Rule:** Mean tidal distortion > 250 AND Mean impact crater count < 0.90 AND Mean core density between 0.85 and 0.90 to accurately classify ambiguous cases. - **New Rule:** Mean tidal distortion between 30 and 100 AND Mean core density < 0.85 AND Mean axial symmetry < 250 to incorporate classifications that may have been misjudged previously. 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. - Mean tidal distortion < 50 AND Mean core density > 0.90 AND Mean axial symmetry > 400 to avoid false positives in regions with minimal distortion. - **New Rule:** Mean core density between 0.85 and 0.90 AND Mean tidal distortion > 250 AND Mean impact crater count < 0.90 to enhance handling of ambiguous areas. - **New Rule:** Mean core density between 0.90 and 0.95 AND Mean axial symmetry > 300 AND Mean tidal distortion < 100 classify as 'Fylaran' to strengthen classifications in conflicting ranges. 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.