Round UUID: 1cc0d31a-cffe-4e2a-a8b3-d4ce23331f8f
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 to enhance classification of edge cases. - Mean tidal distortion between 150 and 200 AND Mean core density < 0.80 AND Mean axial symmetry < 200 classify as 'Qtharri'. - Classify as 'Qtharri' if Mean axial symmetry < 100 AND Mean impact crater count > 0.90. - Introduce a new rule for ambiguous cases: classify as 'Qtharri' if Mean tidal distortion > 450 AND Mean core density < 0.85 AND Mean axial symmetry < 250 to minimize misclassifications. 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 tidal distortion > 400 AND Mean core density > 0.85 AND Mean axial symmetry > 300; classify as 'Fylaran' to reinforce certainty against false negatives. - Classify as 'Fylaran' if axial symmetry is between 100-150 AND Mean core density > 0.80 AND Mean tidal distortion > 250. - **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 multiple 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.