Round UUID: b501ad33-9da9-4dd1-9bd4-4c754d3230eb
Prompt:
Using the provided entity data, classify the entity as either 'Fylaran' or 'Qtharri' by strictly adhering to the following explicitly defined 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 minimize false negatives. - Mean tidal distortion between 300 and 400 AND Mean core density < 0.85 AND Mean impact crater count > 0.85 to better classify edge cases. - Mean tidal distortion between 150 and 200 AND Mean core density < 0.80 AND Mean axial symmetry < 200. - Classify as 'Qtharri' if Mean axial symmetry < 100 AND Mean impact crater count > 0.90. - **Classify as 'Qtharri' if Mean tidal distortion between 100 and 150 AND Mean core density < 0.85 AND Mean axial symmetry < 250, to reduce misclassification in lower ranges.** - **Classify as 'Qtharri' if Mean tidal distortion > 450 AND Mean core density < 0.85 AND Mean axial symmetry > 200, refining the boundary for critical classifications.** 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. - **Classify as 'Fylaran' if Mean axial symmetry > 300 AND Mean tidal distortion > 250 AND Mean core density > 0.90, to strengthen classification in high confidence scenarios.** - **Classify as 'Fylaran' if Mean tidal distortion > 250 AND Mean core density > 0.90 AND Mean impact crater count > 0.85 to further reduce false positives.** 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 across ranges. 4. **Continuously evaluate and adjust thresholds** and classification conditions based on empirical performance data (such as precision, recall, confusion matrix) to systematically minimize classification errors and ensure ongoing improvement of the classification system.